{
 "meta": {
  "title": "VehCalc Vehicle Fleet Dataset 2026",
  "description": "Open reference dataset covering 329 North American vehicles: specs, official EPA fuel economy, owner-reported common problems, year-specific issues (with TSBs where published), engine-family fault patterns, and maintenance baselines.",
  "license": "CC BY 4.0",
  "source": [
   "EPA fueleconomy.gov (official MPG/MPGe, retrieved 2026-08-18)",
   "OEM public specifications (MSRP ranges, tire, battery)",
   "NHTSA complaints + OEM TSBs + owner-forum consensus for fault patterns"
  ],
  "retrieved": "2026-08-30",
  "note": "Reference data for planning and education. Fault patterns are owner-reported/common-issue summaries, not a guarantee for any individual vehicle. Verify critical figures with OEM/NHTSA before acting.",
  "vehicleCount": 327,
  "bodyTypeBreakdown": {
   "SUV": 168,
   "Truck": 32,
   "Minivan": 6,
   "Sedan": 62,
   "Hatchback": 16,
   "Van": 7,
   "Coupe": 11,
   "Motorcycle": 14,
   "ATV": 10,
   "Wagon": 1
  }
 },
 "vehicles": [
  {
   "slug": "toyota-4runner",
   "make": "Toyota",
   "model": "4Runner",
   "generation": "2020-2024 (5th Gen N280)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "4.0L V6 (1GR-FE)",
   "engineFamily": "Toyota GR V6",
   "marketYears": "2020-2024",
   "msrpRange": "$38,000-$55,000",
   "tireSize": "265/70R17",
   "tirePressurePsi": 32,
   "batteryGroup": "27F",
   "batteryCca": 710,
   "epa": {
    "mpgCity": 16,
    "mpgHighway": 19,
    "mpgCombined": 17,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Frame surface rust in snow-belt states",
    "Rear differential breather clogging",
    "Catalytic converter theft risk",
    "Transmission fluid overheating when towing"
   ],
   "yearIssues": [
    {
     "years": "2010-2014",
     "issue": "Frame rust perforation in snow-belt states",
     "tsb": null,
     "fix": "Frame replacement campaign; anti-corrosion treatment",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "VVT-i cold start rattle 1-2 seconds",
     "cause": "VVT gear lock pin wear",
     "fix": "VVT gear replacement (both banks). Use OEM filter to prevent debris.",
     "affectedYears": null
    },
    {
     "symptom": "Exhaust manifold tick on cold start",
     "cause": "Manifold gasket and stud failure",
     "fix": "Replace manifold gasket and studs with updated parts.",
     "affectedYears": null
    },
    {
     "symptom": "Frame surface rust in snow-belt states",
     "cause": "Frame coating inadequacy",
     "fix": "Annual undercarriage wash in winter; fluid film application.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 90000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-tundra",
   "make": "Toyota",
   "model": "Tundra",
   "generation": "2022-2024 (3rd Gen XK70)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "3.4L Twin-Turbo V6 Hybrid (V35A-FTS i-FORCE MAX)",
   "engineFamily": "Toyota i-FORCE MAX Hybrid V6",
   "marketYears": "2022-2024",
   "msrpRange": "$38,000-$60,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "27F",
   "batteryCca": 710,
   "epa": {
    "mpgCity": 13,
    "mpgHighway": 17,
    "mpgCombined": 15,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Turbo wastegate rattle on 3.4L twin-turbo",
    "Fuel system high-pressure pump noise",
    "Tailgate actuator failure",
    "Infotainment system lag"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Turbo wastegate rattle on early production",
     "tsb": null,
     "fix": "Turbocharger inspection per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Turbo wastegate rattle at deceleration 2500-3500 RPM",
     "cause": "Wastegate actuator rod bushing wear",
     "fix": "Turbocharger inspection; actuator or turbo replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Hybrid inverter pump noise and warning",
     "cause": "Inverter coolant pump failure",
     "fix": "Inverter coolant pump replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Tailgate power open/close failure",
     "cause": "Tailgate actuator motor wear",
     "fix": "Tailgate actuator replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-sienna",
   "make": "Toyota",
   "model": "Sienna",
   "generation": "2021-2024 (4th Gen)",
   "bodyType": "Minivan",
   "fuelType": "hybrid",
   "drivetrain": "FWD",
   "engine": "2.5L I4 Hybrid (A25A-FXS)",
   "engineFamily": "Toyota THS II Hybrid",
   "marketYears": "2021-2024",
   "msrpRange": "$35,000-$50,000",
   "tireSize": "235/60R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 36,
    "mpgHighway": 36,
    "mpgCombined": 36,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Power sliding door actuator failure",
    "Hybrid battery fan noise",
    "12V auxiliary battery drain",
    "Rear AC blower motor failure"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Fuel pump impeller deformation causing stall",
     "tsb": "20TP-02",
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-avalon",
   "make": "Toyota",
   "model": "Avalon",
   "generation": "2019-2022 (5th Gen XX50)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "3.5L V6 (2GR-FKS)",
   "engineFamily": "Toyota GR Direct Injection V6",
   "marketYears": "2019-2022",
   "msrpRange": "$36,000-$44,000",
   "tireSize": "215/55R17",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 31,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2019,
    "estimated": false
   },
   "commonProblems": [
    "Infotainment screen delamination",
    "VVT gear cold start rattle",
    "Transmission hesitation 8-speed",
    "Fuel pump recall (certain VINs)"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "Fuel pump recall (certain VINs)",
     "tsb": null,
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "VVT-i cold start rattle 1-2 seconds",
     "cause": "VVT gear lock pin wear",
     "fix": "VVT gear replacement (both banks).",
     "affectedYears": null
    },
    {
     "symptom": "8-speed transmission hesitation 2-1 downshift",
     "cause": "8-speed transmission calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup causing rough idle",
     "cause": "GDI intake valve carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-venza",
   "make": "Toyota",
   "model": "Venza",
   "generation": "2021-2024 (2nd Gen)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.5L I4 Hybrid (A25A-FXS)",
   "engineFamily": "Toyota THS II Hybrid",
   "marketYears": "2021-2024",
   "msrpRange": "$33,000-$41,000",
   "tireSize": "225/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 40,
    "mpgHighway": 37,
    "mpgCombined": 39,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Hybrid battery degradation at high mileage",
    "12V battery drain from telematics",
    "Infotainment lag",
    "Rear wiper motor failure"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Fuel pump impeller deformation causing stall",
     "tsb": "20TP-02",
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-bz4x",
   "make": "Toyota",
   "model": "bZ4X",
   "generation": "2023-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "71.4 kWh EV Powertrain (Joint Subaru/Toyota)",
   "engineFamily": "e-TNGA EV",
   "marketYears": "2023-2024",
   "msrpRange": "$42,000-$50,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 36,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 131,
    "mpgHighway": 107,
    "mpgCombined": 119,
    "evMpge": 28,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "Wheel hub bolt recall",
    "DC fast charging slower than competitors",
    "12V battery drain",
    "Cold weather range reduction"
   ],
   "yearIssues": [
    {
     "years": "2023",
     "issue": "Wheel hub bolt loosening — recall",
     "tsb": null,
     "fix": "Wheel hub bolt replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-sequoia",
   "make": "Toyota",
   "model": "Sequoia",
   "generation": "2023-2024 (3rd Gen)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "4WD",
   "engine": "3.4L Twin-Turbo V6 Hybrid (V35A-FTS i-FORCE MAX)",
   "engineFamily": "Toyota i-FORCE MAX Hybrid V6",
   "marketYears": "2023-2024",
   "msrpRange": "$58,000-$75,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "27F",
   "batteryCca": 710,
   "epa": {
    "mpgCity": 13,
    "mpgHighway": 17,
    "mpgCombined": 15,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Turbo wastegate rattle",
    "Hybrid system warning from inverter pump",
    "Tailgate actuator failure",
    "Fuel economy below EPA in real-world"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Turbo wastegate rattle on early production",
     "tsb": null,
     "fix": "Turbocharger inspection per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Turbo wastegate rattle at deceleration 2500-3500 RPM",
     "cause": "Wastegate actuator rod bushing wear",
     "fix": "Turbocharger inspection; actuator or turbo replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Hybrid inverter pump noise and warning",
     "cause": "Inverter coolant pump failure",
     "fix": "Inverter coolant pump replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Tailgate power open/close failure",
     "cause": "Tailgate actuator motor wear",
     "fix": "Tailgate actuator replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-gr-corolla",
   "make": "Toyota",
   "model": "GR Corolla",
   "generation": "2023-2024 (1st Gen)",
   "bodyType": "Hatchback",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.6L Turbo I3 (G16E-GTS)",
   "engineFamily": "Toyota GR Turbo I3",
   "marketYears": "2023-2024",
   "msrpRange": "$36,000-$46,000",
   "tireSize": "235/40R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H5",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 28,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "Manual transmission synchro wear",
    "Turbo wastegate rattle",
    "Clutch slip at high boost",
    "Brake pad wear on track use"
   ],
   "yearIssues": [
    {
     "years": "2023",
     "issue": "Manual transmission synchro wear 1-2 upshift",
     "tsb": null,
     "fix": "Transmission rebuild per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Manual transmission 1-2 gear grinding",
     "cause": "Synchro cone wear",
     "fix": "Transmission rebuild under warranty.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle",
     "cause": "Wastegate actuator rod wear",
     "fix": "Turbo inspection/replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Clutch slip at high boost",
     "cause": "Clutch disc wear",
     "fix": "Clutch replacement with upgraded disc.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 40000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-odyssey",
   "make": "Honda",
   "model": "Odyssey",
   "generation": "2018-2024 (5th Gen)",
   "bodyType": "Minivan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "3.5L V6 (J35Y6)",
   "engineFamily": "Honda J Series SOHC V6",
   "marketYears": "2018-2024",
   "msrpRange": "$33,000-$50,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 28,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Power sliding door actuator failure",
    "9-speed ZF transmission harsh shifts",
    "Idle stop system failure",
    "Rear shock absorber leakage"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "9-speed ZF transmission harsh shifts",
     "tsb": null,
     "fix": "TCM software update",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "VCM (Variable Cylinder Management) misfire and oil consumption",
     "cause": "VCM cylinder deactivation causing ring wear and plug fouling",
     "fix": "VCM disabling module (aftermarket); piston ring replacement. Replace plugs frequently.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed ZF transmission harsh 2-1 downshift",
     "cause": "ZF 9HP48 transmission calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "Idle stop system failure",
     "cause": "Battery management sensor or starter wear",
     "fix": "Battery sensor reset; starter replacement if worn.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-hrv",
   "make": "Honda",
   "model": "HR-V",
   "generation": "2023-2024 (2nd Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.5L Turbo I4 (L15B7/L15C)",
   "engineFamily": "Honda Earth Dreams Turbo",
   "marketYears": "2023-2024",
   "msrpRange": "$24,000-$30,000",
   "tireSize": "215/60R17",
   "tirePressurePsi": 33,
   "batteryGroup": "51R",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 28,
    "mpgHighway": 34,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT hesitation and shudder",
    "Oil dilution in cold climate (1.5T)",
    "Road noise at highway speed",
    "Infotainment connectivity issues"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Oil dilution in cold climate short-trip driving",
     "tsb": null,
     "fix": "Oil at 5k; software update for fuel mapping",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Oil dilution (fuel in oil) in cold climate short trips",
     "cause": "Direct injection fuel wash past rings during cold operation",
     "fix": "Oil change at 5k miles in cold climate. Avoid short trips. Use top-tier fuel.",
     "affectedYears": null
    },
    {
     "symptom": "CVT hesitation under hard acceleration",
     "cause": "CVT belt and pulley calibration",
     "fix": "TCM software update; CVT fluid at 30k.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle at deceleration",
     "cause": "Wastegate actuator rod wear",
     "fix": "Turbo inspection.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 40000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-passport",
   "make": "Honda",
   "model": "Passport",
   "generation": "2019-2024 (2nd Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.5L V6 (J35Y6)",
   "engineFamily": "Honda J Series SOHC V6",
   "marketYears": "2019-2024",
   "msrpRange": "$38,000-$47,000",
   "tireSize": "265/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 25,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "9-speed ZF transmission hesitation",
    "Infotainment system reboots",
    "Rear suspension noise over bumps",
    "AC condenser vulnerability to debris"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "9-speed ZF transmission harsh shifts",
     "tsb": null,
     "fix": "TCM software update",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "VCM (Variable Cylinder Management) misfire and oil consumption",
     "cause": "VCM cylinder deactivation causing ring wear and plug fouling",
     "fix": "VCM disabling module (aftermarket); piston ring replacement. Replace plugs frequently.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed ZF transmission harsh 2-1 downshift",
     "cause": "ZF 9HP48 transmission calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "Idle stop system failure",
     "cause": "Battery management sensor or starter wear",
     "fix": "Battery sensor reset; starter replacement if worn.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-ridgeline",
   "make": "Honda",
   "model": "Ridgeline",
   "generation": "2017-2024 (2nd Gen)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.5L V6 (J35Y6)",
   "engineFamily": "Honda J Series SOHC V6",
   "marketYears": "2017-2024",
   "msrpRange": "$38,000-$47,000",
   "tireSize": "245/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 18,
    "mpgHighway": 24,
    "mpgCombined": 21,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission harsh shifts",
    "Fuel injector carbon deposits",
    "Infotainment lag",
    "Bed liner fading and cracking"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "9-speed ZF transmission harsh shifts",
     "tsb": null,
     "fix": "TCM software update",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "VCM (Variable Cylinder Management) misfire and oil consumption",
     "cause": "VCM cylinder deactivation causing ring wear and plug fouling",
     "fix": "VCM disabling module (aftermarket); piston ring replacement. Replace plugs frequently.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed ZF transmission harsh 2-1 downshift",
     "cause": "ZF 9HP48 transmission calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "Idle stop system failure",
     "cause": "Battery management sensor or starter wear",
     "fix": "Battery sensor reset; starter replacement if worn.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-civic-type-r",
   "make": "Honda",
   "model": "Civic Type R",
   "generation": "2023-2024 (FL5)",
   "bodyType": "Hatchback",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.0L Turbo I4 (K20C1)",
   "engineFamily": "Honda K Series Turbo",
   "marketYears": "2023-2024",
   "msrpRange": "$44,000-$51,000",
   "tireSize": "265/30R19",
   "tirePressurePsi": 35,
   "batteryGroup": "51R",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 29,
    "mpgHighway": 37,
    "mpgCombined": 32,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Manual transmission 2nd gear grind",
    "Brake pad and rotor wear",
    "Turbo wastegate rattle",
    "Tire wear from camber setup"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Manual transmission 2nd gear grinding",
     "cause": "Synchro cone wear",
     "fix": "Transmission rebuild under warranty.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup causing rough idle",
     "cause": "GDI intake valve carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Brake pad wear at track use",
     "cause": "High-performance pad compound wear",
     "fix": "Replace with aftermarket track pads.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 40000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-integra",
   "make": "Honda",
   "model": "Integra",
   "generation": "2023-2024 (1st Gen DE5)",
   "bodyType": "Hatchback",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.5L Turbo I4 (L15B7/L15C)",
   "engineFamily": "Honda Earth Dreams Turbo",
   "marketYears": "2023-2024",
   "msrpRange": "$31,000-$37,000",
   "tireSize": "235/40R18",
   "tirePressurePsi": 33,
   "batteryGroup": "51R",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 30,
    "mpgHighway": 37,
    "mpgCombined": 33,
    "evMpge": null,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "CVT hesitation",
    "Oil dilution in cold climate",
    "Road and tire noise",
    "Infotainment connectivity issues"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Oil dilution in cold climate short-trip driving",
     "tsb": null,
     "fix": "Oil at 5k; software update for fuel mapping",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Oil dilution (fuel in oil) in cold climate short trips",
     "cause": "Direct injection fuel wash past rings during cold operation",
     "fix": "Oil change at 5k miles in cold climate. Avoid short trips. Use top-tier fuel.",
     "affectedYears": null
    },
    {
     "symptom": "CVT hesitation under hard acceleration",
     "cause": "CVT belt and pulley calibration",
     "fix": "TCM software update; CVT fluid at 30k.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle at deceleration",
     "cause": "Wastegate actuator rod wear",
     "fix": "Turbo inspection.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 40000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-mustang-mach-e",
   "make": "Ford",
   "model": "Mustang Mach-E",
   "generation": "2021-2024",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "72-91 kWh EV Powertrain",
   "engineFamily": "Ford EV (Mustang Mach-E)",
   "marketYears": "2021-2024",
   "msrpRange": "$43,000-$60,000",
   "tireSize": "225/60R17",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 90,
    "mpgHighway": 77,
    "mpgCombined": 84,
    "evMpge": 40,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failures",
    "Sync 4A infotainment issues",
    "DC fast charging slower in cold",
    "Door handle mechanism sticking"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "Sync 4A APIM module failure",
     "tsb": null,
     "fix": "APIM replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-bronco",
   "make": "Ford",
   "model": "Bronco",
   "generation": "2021-2024 (6th Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "2.7L Twin-Turbo V6 (Nano)",
   "engineFamily": "Ford Nano EcoBoost V6",
   "marketYears": "2021-2024",
   "msrpRange": "$33,000-$70,000",
   "tireSize": "255/75R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 22,
    "mpgCombined": 21,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "2.7L valve seat drop engine failure",
    "Hard top panel leaks",
    "Steering gear box wear",
    "Infotainment screen failure"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "2.7L valve seat drop engine failure",
     "tsb": null,
     "fix": "Engine replacement per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Engine failure — valve seat drop",
     "cause": "Exhaust valve seat insertion failure on 2.7L",
     "fix": "Engine replacement under TSB.",
     "affectedYears": null
    },
    {
     "symptom": "Coolant intrusion into cylinders",
     "cause": "Cylinder head casting defect",
     "fix": "Engine short block replacement.",
     "affectedYears": null
    },
    {
     "symptom": "VCT phaser rattle at cold start",
     "cause": "VCT phaser wear",
     "fix": "VCT phaser replacement (both banks).",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-ranger",
   "make": "Ford",
   "model": "Ranger",
   "generation": "2019-2024 (4th Gen P703)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "2.0L Turbo I4 (EcoBoost)",
   "engineFamily": "Ford EcoBoost I4",
   "marketYears": "2019-2024",
   "msrpRange": "$28,000-$40,000",
   "tireSize": "265/65R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 24,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Transmission rough downshift",
    "Exhaust manifold leak",
    "Turbo wastegate rattle",
    "Leaf spring squeak"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "2.0L EcoBoost coolant intrusion",
     "tsb": null,
     "fix": "Engine short block replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible leak",
     "cause": "2.0L cylinder head casting defect allowing coolant intrusion",
     "fix": "Engine short block replacement under TSB.",
     "affectedYears": null
    },
    {
     "symptom": "8-speed transmission harsh shifts",
     "cause": "8F35 valve body wear",
     "fix": "TCM update; valve body replacement if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-expedition",
   "make": "Ford",
   "model": "Expedition",
   "generation": "2018-2024 (4th Gen U553)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "3.5L Twin-Turbo V6 (EcoBoost)",
   "engineFamily": "Ford EcoBoost V6",
   "marketYears": "2018-2024",
   "msrpRange": "$52,000-$80,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "65",
   "batteryCca": 750,
   "epa": {
    "mpgCity": 17,
    "mpgHighway": 23,
    "mpgCombined": 19,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "10-speed transmission shudder",
    "3.5L VCT phaser rattle",
    "Power running board failure",
    "AC condenser failure"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "VCT phaser rattle at cold start",
     "tsb": null,
     "fix": "VCT phaser replacement per TSB",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible external leak",
     "cause": "Cylinder head casting defect allowing coolant intrusion into cylinders (1.5L/2.0L/2.7L)",
     "fix": "Engine short block replacement under TSB. Check coolant reservoir for fuel smell.",
     "affectedYears": null
    },
    {
     "symptom": "VCT phaser rattle at cold start 1-2 seconds",
     "cause": "VCT phaser lock pin wear",
     "fix": "VCT phaser replacement (both banks) and updated oil control valves.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle at deceleration",
     "cause": "Wastegate actuator rod bushing wear",
     "fix": "Turbocharger replacement. Early TSB allows actuator-only replacement on some VINs.",
     "affectedYears": null
    },
    {
     "symptom": "10-speed transmission shudder 30-50 mph",
     "cause": "10R80 fluid breakdown from thermal stress",
     "fix": "Fluid flush with Mercon ULV. Repeat at 30k intervals in hot climates.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-edge",
   "make": "Ford",
   "model": "Edge",
   "generation": "2019-2024 (2nd Gen facelift)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (EcoBoost)",
   "engineFamily": "Ford EcoBoost I4",
   "marketYears": "2019-2024",
   "msrpRange": "$33,000-$47,000",
   "tireSize": "245/60R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 29,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "8-speed transmission harsh shifts",
    "2.0L EcoBoost coolant intrusion",
    "Door handle paint peeling",
    "Sync 3 infotainment lag"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "2.0L EcoBoost coolant intrusion",
     "tsb": null,
     "fix": "Engine short block replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible leak",
     "cause": "2.0L cylinder head casting defect allowing coolant intrusion",
     "fix": "Engine short block replacement under TSB.",
     "affectedYears": null
    },
    {
     "symptom": "8-speed transmission harsh shifts",
     "cause": "8F35 valve body wear",
     "fix": "TCM update; valve body replacement if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-maverick",
   "make": "Ford",
   "model": "Maverick",
   "generation": "2022-2024 (1st Gen)",
   "bodyType": "Truck",
   "fuelType": "hybrid",
   "drivetrain": "FWD",
   "engine": "2.5L I4 Hybrid (Atkinson)",
   "engineFamily": "Ford Hybrid System",
   "marketYears": "2022-2024",
   "msrpRange": "$23,000-$35,000",
   "tireSize": "225/65R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 23,
    "mpgHighway": 30,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failure",
    "Hybrid system warning",
    "Infotainment Sync 3 lag",
    "Rear suspension bottoming with load"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-bronco-sport",
   "make": "Ford",
   "model": "Bronco Sport",
   "generation": "2021-2024 (1st Gen CX755)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.5L Turbo I4 (EcoBoost)",
   "engineFamily": "Ford EcoBoost Small I4",
   "marketYears": "2021-2024",
   "msrpRange": "$29,000-$40,000",
   "tireSize": "225/65R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 25,
    "mpgHighway": 28,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "1.5L EcoBoost coolant intrusion",
    "8-speed transmission harsh shifts",
    "Infotainment issues",
    "Rear hatch latch failure"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "1.5L coolant intrusion",
     "tsb": null,
     "fix": "Engine short block replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "1.5L EcoBoost coolant intrusion",
     "cause": "Cylinder head casting defect",
     "fix": "Engine short block replacement.",
     "affectedYears": null
    },
    {
     "symptom": "8-speed transmission harsh shifts",
     "cause": "8F35 valve body",
     "fix": "TCM update; valve body if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle",
     "cause": "Wastegate actuator wear",
     "fix": "Turbo inspection.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-e150-lightning",
   "make": "Ford",
   "model": "F-150 Lightning",
   "generation": "2022-2024",
   "bodyType": "Truck",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "98 kWh / 131 kWh EV Powertrain",
   "engineFamily": "Ford EV (F-150 Lightning / E-Transit)",
   "marketYears": "2022-2024",
   "msrpRange": "$50,000-$95,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 42,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 76,
    "mpgHighway": 61,
    "mpgCombined": 68,
    "evMpge": 49,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failures",
    "Frunk latch actuator failure",
    "Range reduction in cold weather",
    "Sync 4 infotainment issues"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "12V battery failures",
     "tsb": null,
     "fix": "Replace 12V battery",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-transit",
   "make": "Ford",
   "model": "Transit",
   "generation": "2020-2024 (3rd Gen facelift)",
   "bodyType": "Van",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "3.5L Twin-Turbo V6 (EcoBoost)",
   "engineFamily": "Ford EcoBoost V6",
   "marketYears": "2020-2024",
   "msrpRange": "$40,000-$55,000",
   "tireSize": "235/65R16",
   "tirePressurePsi": 65,
   "batteryGroup": "65",
   "batteryCca": 750,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 27,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Turbo wastegate rattle",
    "Sliding door track wear",
    "Alternator failure at high mileage",
    "AC compressor failure"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "VCT phaser rattle at cold start",
     "tsb": null,
     "fix": "VCT phaser replacement per TSB",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible external leak",
     "cause": "Cylinder head casting defect allowing coolant intrusion into cylinders (1.5L/2.0L/2.7L)",
     "fix": "Engine short block replacement under TSB. Check coolant reservoir for fuel smell.",
     "affectedYears": null
    },
    {
     "symptom": "VCT phaser rattle at cold start 1-2 seconds",
     "cause": "VCT phaser lock pin wear",
     "fix": "VCT phaser replacement (both banks) and updated oil control valves.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle at deceleration",
     "cause": "Wastegate actuator rod bushing wear",
     "fix": "Turbocharger replacement. Early TSB allows actuator-only replacement on some VINs.",
     "affectedYears": null
    },
    {
     "symptom": "10-speed transmission shudder 30-50 mph",
     "cause": "10R80 fluid breakdown from thermal stress",
     "fix": "Fluid flush with Mercon ULV. Repeat at 30k intervals in hot climates.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-malibu",
   "make": "Chevrolet",
   "model": "Malibu",
   "generation": "2019-2024 (9th Gen)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.5L Turbo I4 (LFV/LXE)",
   "engineFamily": "GM Small Turbo EcoTec",
   "marketYears": "2019-2024",
   "msrpRange": "$24,000-$34,000",
   "tireSize": "205/65R16",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 29,
    "mpgHighway": 36,
    "mpgCombined": 32,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT shudder (2024)",
    "6T40 transmission valve body wear",
    "1.5L Turbo oil consumption",
    "Infotainment screen failure"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "1.5L Turbo oil consumption",
     "cause": "Piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "CVT shudder (2024 Malibu)",
     "cause": "CVT belt and valve body wear",
     "fix": "CVT fluid exchange; valve body if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "9T50/9T65 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-traverse",
   "make": "Chevrolet",
   "model": "Traverse",
   "generation": "2018-2024 (2nd Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.6L V6 (LFX/LGW)",
   "engineFamily": "GM High Feature V6",
   "marketYears": "2018-2024",
   "msrpRange": "$35,000-$55,000",
   "tireSize": "255/60R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 18,
    "mpgHighway": 27,
    "mpgCombined": 21,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission shudder",
    "3.6L timing chain wear",
    "AFM lifter concerns",
    "AC compressor failure"
   ],
   "yearIssues": [
    {
     "years": "2012-2017",
     "issue": "3.6L timing chain stretch",
     "tsb": null,
     "fix": "Timing chain replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Rattle at cold start 2-3 seconds from front of engine",
     "cause": "3.6L timing chain tensioner wear allowing chain slap",
     "fix": "Timing chain, tensioner, and guides replacement. Catch before chain jumps to avoid valve damage.",
     "affectedYears": null
    },
    {
     "symptom": "Check engine P0008/P0009 (timing chain codes)",
     "cause": "Stretched timing chain beyond learned adjustment",
     "fix": "Timing chain replacement mandatory. Do not delay — chain failure destroys engine.",
     "affectedYears": null
    },
    {
     "symptom": "9T65/9T50 transmission harsh 1-2 and 2-1 shifts",
     "cause": "Valve body wear and TCM calibration drift",
     "fix": "TCM software update; valve body replacement if hardware confirmed.",
     "affectedYears": null
    },
    {
     "symptom": "Misfire with wet intake valves (borescope)",
     "cause": "Direct injection carbon buildup",
     "fix": "Walnut blast at 60k miles. Top-tier fuel slows recurrence.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-colorado",
   "make": "Chevrolet",
   "model": "Colorado",
   "generation": "2015-2024 (2nd Gen)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "2.4L I4 (LAF/LEA/LKW)",
   "engineFamily": "GM Ecotec Direct Injection",
   "marketYears": "2015-2024",
   "msrpRange": "$27,000-$42,000",
   "tireSize": "265/65R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 25,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "8-speed transmission shudder",
    "DEF system failures (diesel)",
    "3.6L timing chain wear",
    "Tailgate handle cable breakage"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Oil consumption above spec",
     "tsb": null,
     "fix": "Oil consumption test; engine replacement if confirmed",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "High oil consumption",
     "cause": "2.4L piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "9T65 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "3.6L timing chain rattle (3.6L models)",
     "cause": "Timing chain tensioner wear",
     "fix": "Timing chain replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-blazer",
   "make": "Chevrolet",
   "model": "Blazer",
   "generation": "2019-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.4L I4 (LAF/LEA/LKW)",
   "engineFamily": "GM Ecotec Direct Injection",
   "marketYears": "2019-2024",
   "msrpRange": "$33,000-$47,000",
   "tireSize": "235/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 27,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission harsh shifts",
    "3.6L timing chain wear",
    "Hood paint peeling",
    "Infotainment screen issues"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Oil consumption above spec",
     "tsb": null,
     "fix": "Oil consumption test; engine replacement if confirmed",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "High oil consumption",
     "cause": "2.4L piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "9T65 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "3.6L timing chain rattle (3.6L models)",
     "cause": "Timing chain tensioner wear",
     "fix": "Timing chain replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-bolt-ev",
   "make": "Chevrolet",
   "model": "Bolt EV",
   "generation": "2017-2023 (1st Gen)",
   "bodyType": "Hatchback",
   "fuelType": "ev",
   "drivetrain": "FWD",
   "engine": "60-66 kWh EV Powertrain",
   "engineFamily": "GM BEV2 (Bolt)",
   "marketYears": "2017-2023",
   "msrpRange": "$26,000-$33,000",
   "tireSize": "215/50R17",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 127,
    "mpgHighway": 108,
    "mpgCombined": 118,
    "evMpge": 29,
    "sourceYear": 2020,
    "estimated": false
   },
   "commonProblems": [
    "Battery fire recall",
    "12V battery failure",
    "DC fast charging thermal throttling",
    "Infotainment screen delamination"
   ],
   "yearIssues": [
    {
     "years": "2017-2022",
     "issue": "Battery fire risk recall",
     "tsb": null,
     "fix": "Battery module replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Battery fire risk",
     "cause": "Battery cell manufacturing defect",
     "fix": "Battery module replacement or software limit under recall.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging thermal throttling",
     "cause": "Battery thermal management",
     "fix": "No fix; pre-condition before charging.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-trailblazer",
   "make": "Chevrolet",
   "model": "Trailblazer",
   "generation": "2021-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.3L / 1.2L Turbo I3 (L3T/LCV)",
   "engineFamily": "GM Small Turbo EcoTec I3",
   "marketYears": "2021-2024",
   "msrpRange": "$23,000-$30,000",
   "tireSize": "225/60R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 26,
    "mpgHighway": 30,
    "mpgCombined": 28,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT shudder (1.3L)",
    "1.2L Turbo oil consumption",
    "Infotainment lag",
    "Road noise at highway speed"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT shudder",
     "cause": "CVT belt wear",
     "fix": "CVT fluid exchange.",
     "affectedYears": null
    },
    {
     "symptom": "1.3L Turbo carbon buildup",
     "cause": "GDI carbon",
     "fix": "Walnut blast at 60k.",
     "affectedYears": null
    },
    {
     "symptom": "Road noise at highway speed",
     "cause": "Insulation inadequacy",
     "fix": "No OEM fix; aftermarket sound deadening.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-camaro",
   "make": "Chevrolet",
   "model": "Camaro",
   "generation": "2019-2024 (6th Gen facelift)",
   "bodyType": "Coupe",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "6.2L V8 (LT1)",
   "engineFamily": "GM Small Block V8 (LT)",
   "marketYears": "2019-2024",
   "msrpRange": "$27,000-$70,000",
   "tireSize": "245/40R20",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 18,
    "mpgHighway": 29,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "AFM lifter failure (6.2L)",
    "8-speed transmission shudder",
    "Direct injection carbon buildup",
    "Infotainment screen delamination"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "AFM lifter failure",
     "cause": "AFM/DOD lifter roller failure",
     "fix": "Replace lifters and camshaft; AFM delete.",
     "affectedYears": null
    },
    {
     "symptom": "8-speed transmission shudder",
     "cause": "8L90 fluid thermal degradation",
     "fix": "Fluid flush with low-viscosity ATF.",
     "affectedYears": null
    },
    {
     "symptom": "Direct injection carbon buildup",
     "cause": "GDI intake valve carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-40",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-suburban",
   "make": "Chevrolet",
   "model": "Suburban",
   "generation": "2021-2024 (12th Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "5.3L V8 (L84 EcoTec3)",
   "engineFamily": "GM Small Block V8 (AFM)",
   "marketYears": "2021-2024",
   "msrpRange": "$56,000-$80,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "65",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 15,
    "mpgHighway": 20,
    "mpgCombined": 17,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "AFM lifter failure",
    "10-speed transmission harsh shifts",
    "IRS control arm bushing wear",
    "Fuel injector carbon deposits"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "AFM lifter failure",
     "tsb": null,
     "fix": "Lifter and camshaft replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Tick/knock from top of engine that progresses",
     "cause": "AFM/DOD lifter roller failure scoring camshaft lobes",
     "fix": "Replace all lifters (not just AFM cylinders), camshaft, and oil pump. Flush oil passages. Consider AFM delete tune.",
     "affectedYears": null
    },
    {
     "symptom": "Low oil pressure warning with P0521",
     "cause": "Metal debris from lifter failure clogging oil pickup screen",
     "fix": "Do NOT drive. Tow to shop. Drop oil pan, clean pickup, replace lifters/camshaft. Full engine replacement if scored.",
     "affectedYears": null
    },
    {
     "symptom": "8L90/8L45 transmission shudder 35-55 mph",
     "cause": "ATF thermal degradation damaging torque converter clutch",
     "fix": "Flush with low-viscosity Mobil 1 LV ATF. Replace converter if shudder persists after flush.",
     "affectedYears": null
    },
    {
     "symptom": "10-speed transmission harsh 2-1 downshift",
     "cause": "10L80 TCM calibration",
     "fix": "TCM software update from dealership. Free under powertrain warranty.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "gmc-sierra-1500",
   "make": "GMC",
   "model": "Sierra 1500",
   "generation": "2019-2024 (4th Gen T1)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "5.3L V8 (L84 EcoTec3)",
   "engineFamily": "GM Small Block V8 (AFM)",
   "marketYears": "2019-2024",
   "msrpRange": "$37,000-$65,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "65",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 15,
    "mpgHighway": 21,
    "mpgCombined": 17,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "AFM lifter failure on 5.3L/6.2L",
    "8L90 transmission shudder",
    "Tailgate electronic failure",
    "Brake vacuum pump failure"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "AFM lifter failure",
     "tsb": null,
     "fix": "Lifter and camshaft replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Tick/knock from top of engine that progresses",
     "cause": "AFM/DOD lifter roller failure scoring camshaft lobes",
     "fix": "Replace all lifters (not just AFM cylinders), camshaft, and oil pump. Flush oil passages. Consider AFM delete tune.",
     "affectedYears": null
    },
    {
     "symptom": "Low oil pressure warning with P0521",
     "cause": "Metal debris from lifter failure clogging oil pickup screen",
     "fix": "Do NOT drive. Tow to shop. Drop oil pan, clean pickup, replace lifters/camshaft. Full engine replacement if scored.",
     "affectedYears": null
    },
    {
     "symptom": "8L90/8L45 transmission shudder 35-55 mph",
     "cause": "ATF thermal degradation damaging torque converter clutch",
     "fix": "Flush with low-viscosity Mobil 1 LV ATF. Replace converter if shudder persists after flush.",
     "affectedYears": null
    },
    {
     "symptom": "10-speed transmission harsh 2-1 downshift",
     "cause": "10L80 TCM calibration",
     "fix": "TCM software update from dealership. Free under powertrain warranty.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "gmc-terrain",
   "make": "GMC",
   "model": "Terrain",
   "generation": "2018-2024 (2nd Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.5L Turbo I4 (LFV/LXE)",
   "engineFamily": "GM Small Turbo EcoTec",
   "marketYears": "2018-2024",
   "msrpRange": "$28,000-$40,000",
   "tireSize": "225/60R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 25,
    "mpgHighway": 30,
    "mpgCombined": 27,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission harsh shifts",
    "1.5L Turbo oil consumption",
    "Exhaust manifold cracking",
    "Infotainment screen failure"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "1.5L Turbo oil consumption",
     "cause": "Piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "CVT shudder (2024 Malibu)",
     "cause": "CVT belt and valve body wear",
     "fix": "CVT fluid exchange; valve body if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "9T50/9T65 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "gmc-yukon",
   "make": "GMC",
   "model": "Yukon",
   "generation": "2021-2024 (5th Gen T1)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "5.3L V8 (L84 EcoTec3)",
   "engineFamily": "GM Small Block V8 (AFM)",
   "marketYears": "2021-2024",
   "msrpRange": "$55,000-$80,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "65",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 15,
    "mpgHighway": 20,
    "mpgCombined": 17,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "AFM lifter failure",
    "10-speed transmission harsh shifts",
    "Air suspension failure (Denali)",
    "Infotainment system lag"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "AFM lifter failure",
     "tsb": null,
     "fix": "Lifter and camshaft replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Tick/knock from top of engine that progresses",
     "cause": "AFM/DOD lifter roller failure scoring camshaft lobes",
     "fix": "Replace all lifters (not just AFM cylinders), camshaft, and oil pump. Flush oil passages. Consider AFM delete tune.",
     "affectedYears": null
    },
    {
     "symptom": "Low oil pressure warning with P0521",
     "cause": "Metal debris from lifter failure clogging oil pickup screen",
     "fix": "Do NOT drive. Tow to shop. Drop oil pan, clean pickup, replace lifters/camshaft. Full engine replacement if scored.",
     "affectedYears": null
    },
    {
     "symptom": "8L90/8L45 transmission shudder 35-55 mph",
     "cause": "ATF thermal degradation damaging torque converter clutch",
     "fix": "Flush with low-viscosity Mobil 1 LV ATF. Replace converter if shudder persists after flush.",
     "affectedYears": null
    },
    {
     "symptom": "10-speed transmission harsh 2-1 downshift",
     "cause": "10L80 TCM calibration",
     "fix": "TCM software update from dealership. Free under powertrain warranty.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "gmc-canyon",
   "make": "GMC",
   "model": "Canyon",
   "generation": "2015-2024 (2nd Gen)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "2.4L I4 (LAF/LEA/LKW)",
   "engineFamily": "GM Ecotec Direct Injection",
   "marketYears": "2015-2024",
   "msrpRange": "$28,000-$44,000",
   "tireSize": "265/65R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 25,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "8-speed transmission shudder",
    "3.6L timing chain wear",
    "DEF system issues (diesel)",
    "Tailgate handle cable breakage"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Oil consumption above spec",
     "tsb": null,
     "fix": "Oil consumption test; engine replacement if confirmed",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "High oil consumption",
     "cause": "2.4L piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "9T65 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "3.6L timing chain rattle (3.6L models)",
     "cause": "Timing chain tensioner wear",
     "fix": "Timing chain replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "gmc-hummer-ev",
   "make": "GMC",
   "model": "Hummer EV",
   "generation": "2022-2024 (1st Gen)",
   "bodyType": "Truck",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "Ultium EV Powertrain",
   "engineFamily": "GM Ultium (Blazer EV / Equinox EV / Hummer / Lyriq)",
   "marketYears": "2022-2024",
   "msrpRange": "$80,000-$110,000",
   "tireSize": "305/70R18",
   "tirePressurePsi": 42,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 59,
    "mpgHighway": 48,
    "mpgCombined": 53,
    "evMpge": 63,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "Battery pack sealing issues",
    "Software stability problems",
    "12V battery drain",
    "CrabWalk calibration drift"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Software system instability on early Ultium models",
     "tsb": null,
     "fix": "OTA updates",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "gmc-acadia",
   "make": "GMC",
   "model": "Acadia",
   "generation": "2017-2024 (2nd Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.4L I4 (LAF/LEA/LKW)",
   "engineFamily": "GM Ecotec Direct Injection",
   "marketYears": "2017-2024",
   "msrpRange": "$36,000-$50,000",
   "tireSize": "235/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 27,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission harsh shifts",
    "3.6L timing chain wear",
    "AC compressor failure",
    "Power liftgate failure"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Oil consumption above spec",
     "tsb": null,
     "fix": "Oil consumption test; engine replacement if confirmed",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "High oil consumption",
     "cause": "2.4L piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "9T65 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "3.6L timing chain rattle (3.6L models)",
     "cause": "Timing chain tensioner wear",
     "fix": "Timing chain replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "buick-encore",
   "make": "Buick",
   "model": "Encore",
   "generation": "2020-2024 (2nd Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.3L / 1.2L Turbo I3 (L3T/LCV)",
   "engineFamily": "GM Small Turbo EcoTec I3",
   "marketYears": "2020-2024",
   "msrpRange": "$24,000-$32,000",
   "tireSize": "215/55R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 25,
    "mpgHighway": 30,
    "mpgCombined": 27,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT shudder",
    "1.3L Turbo carbon buildup",
    "Infotainment lag",
    "Road noise"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT shudder",
     "cause": "CVT belt wear",
     "fix": "CVT fluid exchange.",
     "affectedYears": null
    },
    {
     "symptom": "1.3L Turbo carbon buildup",
     "cause": "GDI carbon",
     "fix": "Walnut blast at 60k.",
     "affectedYears": null
    },
    {
     "symptom": "Road noise at highway speed",
     "cause": "Insulation inadequacy",
     "fix": "No OEM fix; aftermarket sound deadening.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "buick-enclave",
   "make": "Buick",
   "model": "Enclave",
   "generation": "2018-2024 (2nd Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.6L V6 (LFX/LGW)",
   "engineFamily": "GM High Feature V6",
   "marketYears": "2018-2024",
   "msrpRange": "$41,000-$55,000",
   "tireSize": "255/60R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 18,
    "mpgHighway": 26,
    "mpgCombined": 21,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission shudder",
    "3.6L timing chain wear",
    "AC compressor failure",
    "Power liftgate failure"
   ],
   "yearIssues": [
    {
     "years": "2012-2017",
     "issue": "3.6L timing chain stretch",
     "tsb": null,
     "fix": "Timing chain replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Rattle at cold start 2-3 seconds from front of engine",
     "cause": "3.6L timing chain tensioner wear allowing chain slap",
     "fix": "Timing chain, tensioner, and guides replacement. Catch before chain jumps to avoid valve damage.",
     "affectedYears": null
    },
    {
     "symptom": "Check engine P0008/P0009 (timing chain codes)",
     "cause": "Stretched timing chain beyond learned adjustment",
     "fix": "Timing chain replacement mandatory. Do not delay — chain failure destroys engine.",
     "affectedYears": null
    },
    {
     "symptom": "9T65/9T50 transmission harsh 1-2 and 2-1 shifts",
     "cause": "Valve body wear and TCM calibration drift",
     "fix": "TCM software update; valve body replacement if hardware confirmed.",
     "affectedYears": null
    },
    {
     "symptom": "Misfire with wet intake valves (borescope)",
     "cause": "Direct injection carbon buildup",
     "fix": "Walnut blast at 60k miles. Top-tier fuel slows recurrence.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "buick-envision",
   "make": "Buick",
   "model": "Envision",
   "generation": "2021-2024 (2nd Gen facelift)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (LSY)",
   "engineFamily": "GM Turbo EcoTec",
   "marketYears": "2021-2024",
   "msrpRange": "$33,000-$45,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 29,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission harsh shifts",
    "2.0L Turbo carbon buildup",
    "Infotainment issues",
    "AC compressor noise"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "9T50/9T65 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "2.0L Turbo carbon buildup",
     "cause": "GDI carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "CUE infotainment issues",
     "cause": "Infotainment module",
     "fix": "Software update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "buick-encore-gx",
   "make": "Buick",
   "model": "Encore GX",
   "generation": "2020-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.3L / 1.2L Turbo I3 (L3T/LCV)",
   "engineFamily": "GM Small Turbo EcoTec I3",
   "marketYears": "2020-2024",
   "msrpRange": "$25,000-$34,000",
   "tireSize": "215/60R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 28,
    "mpgHighway": 31,
    "mpgCombined": 29,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT shudder",
    "1.3L Turbo oil consumption",
    "Infotainment lag",
    "Rear suspension noise"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT shudder",
     "cause": "CVT belt wear",
     "fix": "CVT fluid exchange.",
     "affectedYears": null
    },
    {
     "symptom": "1.3L Turbo carbon buildup",
     "cause": "GDI carbon",
     "fix": "Walnut blast at 60k.",
     "affectedYears": null
    },
    {
     "symptom": "Road noise at highway speed",
     "cause": "Insulation inadequacy",
     "fix": "No OEM fix; aftermarket sound deadening.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "cadillac-xt5",
   "make": "Cadillac",
   "model": "XT5",
   "generation": "2017-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.4L I4 (LAF/LEA/LKW)",
   "engineFamily": "GM Ecotec Direct Injection",
   "marketYears": "2017-2024",
   "msrpRange": "$44,000-$58,000",
   "tireSize": "235/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 27,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission shudder",
    "3.6L timing chain wear",
    "CUE infotainment delamination",
    "AC compressor failure"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Oil consumption above spec",
     "tsb": null,
     "fix": "Oil consumption test; engine replacement if confirmed",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "High oil consumption",
     "cause": "2.4L piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "9T65 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "3.6L timing chain rattle (3.6L models)",
     "cause": "Timing chain tensioner wear",
     "fix": "Timing chain replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "cadillac-escalade",
   "make": "Cadillac",
   "model": "Escalade",
   "generation": "2021-2024 (5th Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "6.2L V8 (L87 EcoTec3)",
   "engineFamily": "GM Small Block V8 (AFM)",
   "marketYears": "2021-2024",
   "msrpRange": "$77,000-$150,000",
   "tireSize": "275/50R22",
   "tirePressurePsi": 35,
   "batteryGroup": "65",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 15,
    "mpgHighway": 20,
    "mpgCombined": 17,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "6.2L AFM lifter failure",
    "10-speed transmission harsh shifts",
    "Air suspension failure",
    "Infotainment screen delamination"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "AFM lifter failure",
     "tsb": null,
     "fix": "Lifter and camshaft replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Tick/knock from top of engine that progresses",
     "cause": "AFM/DOD lifter roller failure scoring camshaft lobes",
     "fix": "Replace all lifters (not just AFM cylinders), camshaft, and oil pump. Flush oil passages. Consider AFM delete tune.",
     "affectedYears": null
    },
    {
     "symptom": "Low oil pressure warning with P0521",
     "cause": "Metal debris from lifter failure clogging oil pickup screen",
     "fix": "Do NOT drive. Tow to shop. Drop oil pan, clean pickup, replace lifters/camshaft. Full engine replacement if scored.",
     "affectedYears": null
    },
    {
     "symptom": "8L90/8L45 transmission shudder 35-55 mph",
     "cause": "ATF thermal degradation damaging torque converter clutch",
     "fix": "Flush with low-viscosity Mobil 1 LV ATF. Replace converter if shudder persists after flush.",
     "affectedYears": null
    },
    {
     "symptom": "10-speed transmission harsh 2-1 downshift",
     "cause": "10L80 TCM calibration",
     "fix": "TCM software update from dealership. Free under powertrain warranty.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "cadillac-ct5",
   "make": "Cadillac",
   "model": "CT5",
   "generation": "2020-2024 (1st Gen)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "2.0L Turbo I4 (LSY/LSY-A)",
   "engineFamily": "GM Turbo EcoTec",
   "marketYears": "2020-2024",
   "msrpRange": "$39,000-$60,000",
   "tireSize": "245/40R19",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 28,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "10-speed transmission harsh shifts",
    "2.0L Turbo carbon buildup",
    "Infotainment system issues",
    "Super Cruise calibration drift"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "9T65 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "2.0L Turbo carbon buildup",
     "cause": "GDI carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Super Cruise calibration drift",
     "cause": "Sensor calibration",
     "fix": "Dealership recalibration.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "cadillac-lyriq",
   "make": "Cadillac",
   "model": "LYRIQ",
   "generation": "2023-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "Ultium EV Powertrain",
   "engineFamily": "GM Ultium (Blazer EV / Equinox EV / Hummer / Lyriq)",
   "marketYears": "2023-2024",
   "msrpRange": "$58,000-$65,000",
   "tireSize": "265/45R20",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 97,
    "mpgHighway": 82,
    "mpgCombined": 89,
    "evMpge": 38,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "Software instability on early models",
    "12V battery drain",
    "Super Cruise calibration",
    "DC charging thermal throttle"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Software system instability on early Ultium models",
     "tsb": null,
     "fix": "OTA updates",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-sentra",
   "make": "Nissan",
   "model": "Sentra",
   "generation": "2020-2024 (8th Gen B18)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.0L I4 (MR20DD)",
   "engineFamily": "Nissan MR Direct Injection",
   "marketYears": "2020-2024",
   "msrpRange": "$20,000-$25,000",
   "tireSize": "205/60R16",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 29,
    "mpgHighway": 39,
    "mpgCombined": 33,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Hood paint peeling",
    "Infotainment lag",
    "Rear suspension noise"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "CVT reliability concerns",
     "tsb": null,
     "fix": "CVT fluid at 30k; unit replacement if needed",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "CVT shudder under light acceleration 25-40 mph",
     "cause": "CVT belt and pulley surface wear, degraded fluid",
     "fix": "CVT fluid exchange at 30k miles; valve body replacement if persistent. Avoid full unit replacement by catching early.",
     "affectedYears": null
    },
    {
     "symptom": "Belt slip under hard acceleration (high RPM, low speed)",
     "cause": "CVT belt wear beyond tolerance",
     "fix": "CVT unit replacement if fluid exchange does not resolve. Use only OEM NS-2/NS-3 spec fluid.",
     "affectedYears": null
    },
    {
     "symptom": "Hesitation on tip-in from stop",
     "cause": "CVT valve body calibration drift",
     "fix": "TCM software update from dealership; valve body replacement if hardware wear confirmed.",
     "affectedYears": null
    },
    {
     "symptom": "Whine noise increasing with vehicle speed",
     "cause": "CVT bearing wear in pulley shaft",
     "fix": "CVT unit replacement — bearing replacement is not serviceable separately.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-pathfinder",
   "make": "Nissan",
   "model": "Pathfinder",
   "generation": "2022-2024 (5th Gen R53)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.5L V6 (VQ35DD)",
   "engineFamily": "Nissan VQ Direct Injection V6",
   "marketYears": "2022-2024",
   "msrpRange": "$35,000-$50,000",
   "tireSize": "255/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 26,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission hesitation",
    "CVT concerns on FWD models",
    "Infotainment lag",
    "Rear AC blower failure"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "VQ35 timing chain rattle at cold start",
     "cause": "Timing chain tensioner wear",
     "fix": "Timing chain and tensioner replacement.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission hesitation",
     "cause": "ZF 9HP48 calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "CVT judder and slip",
     "cause": "CVT belt and valve body wear",
     "fix": "CVT fluid at 30k; unit replacement if persistent.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-frontier",
   "make": "Nissan",
   "model": "Frontier",
   "generation": "2022-2024 (3rd Gen D23)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "3.5L V6 (VQ35DD)",
   "engineFamily": "Nissan VQ Direct Injection V6",
   "marketYears": "2022-2024",
   "msrpRange": "$30,000-$42,000",
   "tireSize": "265/65R17",
   "tirePressurePsi": 35,
   "batteryGroup": "35",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 18,
    "mpgHighway": 24,
    "mpgCombined": 20,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Transmission harsh downshift",
    "VQ35 timing chain rattle",
    "Infotainment lag",
    "Bed liner fading"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "VQ35 timing chain rattle at cold start",
     "cause": "Timing chain tensioner wear",
     "fix": "Timing chain and tensioner replacement.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission hesitation",
     "cause": "ZF 9HP48 calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "CVT judder and slip",
     "cause": "CVT belt and valve body wear",
     "fix": "CVT fluid at 30k; unit replacement if persistent.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-murano",
   "make": "Nissan",
   "model": "Murano",
   "generation": "2019-2024 (3rd Gen Z52)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.5L V6 (VQ35DD)",
   "engineFamily": "Nissan VQ Direct Injection V6",
   "marketYears": "2019-2024",
   "msrpRange": "$34,000-$46,000",
   "tireSize": "235/65R18",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 28,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "VQ35 timing chain rattle",
    "Power liftgate failure",
    "AC compressor failure"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "VQ35 timing chain rattle at cold start",
     "cause": "Timing chain tensioner wear",
     "fix": "Timing chain and tensioner replacement.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission hesitation",
     "cause": "ZF 9HP48 calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "CVT judder and slip",
     "cause": "CVT belt and valve body wear",
     "fix": "CVT fluid at 30k; unit replacement if persistent.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-kicks",
   "make": "Nissan",
   "model": "Kicks",
   "generation": "2018-2024 (1st Gen P15)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.6L I4 (HR16DE)",
   "engineFamily": "Nissan HR",
   "marketYears": "2018-2024",
   "msrpRange": "$21,000-$27,000",
   "tireSize": "205/60R16",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 31,
    "mpgHighway": 36,
    "mpgCombined": 33,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Road and tire noise",
    "Infotainment lag",
    "Brake pad wear"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT shudder under light acceleration 25-40 mph",
     "cause": "CVT belt and pulley surface wear, degraded fluid",
     "fix": "CVT fluid exchange at 30k miles; valve body replacement if persistent. Avoid full unit replacement by catching early.",
     "affectedYears": null
    },
    {
     "symptom": "Belt slip under hard acceleration (high RPM, low speed)",
     "cause": "CVT belt wear beyond tolerance",
     "fix": "CVT unit replacement if fluid exchange does not resolve. Use only OEM NS-2/NS-3 spec fluid.",
     "affectedYears": null
    },
    {
     "symptom": "Hesitation on tip-in from stop",
     "cause": "CVT valve body calibration drift",
     "fix": "TCM software update from dealership; valve body replacement if hardware wear confirmed.",
     "affectedYears": null
    },
    {
     "symptom": "Whine noise increasing with vehicle speed",
     "cause": "CVT bearing wear in pulley shaft",
     "fix": "CVT unit replacement — bearing replacement is not serviceable separately.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-ariya",
   "make": "Nissan",
   "model": "Ariya",
   "generation": "2023-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "87 kWh EV Powertrain (Ariya)",
   "engineFamily": "Nissan Ariya EV",
   "marketYears": "2023-2024",
   "msrpRange": "$44,000-$55,000",
   "tireSize": "235/55R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 109,
    "mpgHighway": 94,
    "mpgCombined": 101,
    "evMpge": 33,
    "sourceYear": 2025,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failure",
    "Infotainment reboots",
    "DC fast charging slower than competitors",
    "Cold weather range reduction"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-versa",
   "make": "Nissan",
   "model": "Versa",
   "generation": "2020-2024 (5th Gen N18)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.6L I4 (HR16DE)",
   "engineFamily": "Nissan HR",
   "marketYears": "2020-2024",
   "msrpRange": "$16,000-$20,000",
   "tireSize": "185/65R15",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 32,
    "mpgHighway": 40,
    "mpgCombined": 35,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Road noise",
    "Limited features on base S trim",
    "AC performance in hot climate"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT shudder under light acceleration 25-40 mph",
     "cause": "CVT belt and pulley surface wear, degraded fluid",
     "fix": "CVT fluid exchange at 30k miles; valve body replacement if persistent. Avoid full unit replacement by catching early.",
     "affectedYears": null
    },
    {
     "symptom": "Belt slip under hard acceleration (high RPM, low speed)",
     "cause": "CVT belt wear beyond tolerance",
     "fix": "CVT unit replacement if fluid exchange does not resolve. Use only OEM NS-2/NS-3 spec fluid.",
     "affectedYears": null
    },
    {
     "symptom": "Hesitation on tip-in from stop",
     "cause": "CVT valve body calibration drift",
     "fix": "TCM software update from dealership; valve body replacement if hardware wear confirmed.",
     "affectedYears": null
    },
    {
     "symptom": "Whine noise increasing with vehicle speed",
     "cause": "CVT bearing wear in pulley shaft",
     "fix": "CVT unit replacement — bearing replacement is not serviceable separately.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-z",
   "make": "Nissan",
   "model": "Z",
   "generation": "2023-2024 (RZ34)",
   "bodyType": "Coupe",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "3.0L Twin-Turbo V6 (VR30DDTT)",
   "engineFamily": "Nissan VR Turbo V6",
   "marketYears": "2023-2024",
   "msrpRange": "$42,000-$55,000",
   "tireSize": "245/40R19",
   "tirePressurePsi": 35,
   "batteryGroup": "35",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 18,
    "mpgHighway": 24,
    "mpgCombined": 20,
    "evMpge": null,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "Manual transmission synchro issues",
    "Turbo wastegate rattle",
    "Brake pad wear",
    "Infotainment lag"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "Turbo wastegate rattle",
     "tsb": null,
     "fix": "Turbo inspection per TSB",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Turbo wastegate rattle at deceleration",
     "cause": "Wastegate actuator rod wear",
     "fix": "Turbocharger inspection/replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Transmission rough shifts",
     "cause": "7-speed Jatco calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "Oil cooler leak",
     "cause": "Oil cooler gasket failure",
     "fix": "Oil cooler gasket replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-titan",
   "make": "Nissan",
   "model": "Titan",
   "generation": "2017-2024 (2nd Gen A61)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "5.6L V8 (VK56VD)",
   "engineFamily": "Nissan VK V8",
   "marketYears": "2017-2024",
   "msrpRange": "$38,000-$55,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "27F",
   "batteryCca": 710,
   "epa": {
    "mpgCity": 16,
    "mpgHighway": 21,
    "mpgCombined": 18,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Transmission hard shifts",
    "5.6L exhaust manifold bolt breakage",
    "Fuel economy below competitors",
    "Infotainment outdated"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "Exhaust manifold bolt breakage",
     "tsb": null,
     "fix": "Bolt replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Exhaust manifold leak tick",
     "cause": "Manifold bolt breakage",
     "fix": "Replace exhaust manifold bolts.",
     "affectedYears": null
    },
    {
     "symptom": "Transmission hard shifts",
     "cause": "7-speed calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "Fuel economy below competitors",
     "cause": "5.6L V8 consumption",
     "fix": "Maintain tire pressure; use eco mode.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "hyundai-sonata",
   "make": "Hyundai",
   "model": "Sonata",
   "generation": "2020-2024 (8th Gen DN8)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.8L / 1.6L Turbo GDI (Smartstream)",
   "engineFamily": "Hyundai Smartstream Turbo",
   "marketYears": "2020-2024",
   "msrpRange": "$25,000-$36,000",
   "tireSize": "205/65R16",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 27,
    "mpgHighway": 37,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Engine oil consumption",
    "Infotainment freezing",
    "Brake squeal",
    "Road noise"
   ],
   "yearIssues": [
    {
     "years": "2020-2021",
     "issue": "Engine oil consumption",
     "tsb": null,
     "fix": "Oil consumption test; ring replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Engine oil consumption",
     "cause": "Smartstream piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "8-speed DCT hesitation",
     "cause": "DCT clutch calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment screen freezing",
     "cause": "Software instability",
     "fix": "Software update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "hyundai-santa-fe",
   "make": "Hyundai",
   "model": "Santa Fe",
   "generation": "2019-2024 (4th Gen TM)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.5L GDI I4 (Smartstream G2.5)",
   "engineFamily": "Hyundai Smartstream GDI",
   "marketYears": "2019-2024",
   "msrpRange": "$30,000-$44,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 25,
    "mpgHighway": 28,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "2.5L GDI engine bearing failure (P1326)",
    "DCT shudder",
    "Infotainment lag",
    "AC compressor noise"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "2.5L connecting rod bearing failure (P1326)",
     "tsb": null,
     "fix": "Engine inspection; bearing/block replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "2.5L engine bearing failure — P1326",
     "cause": "Connecting rod bearing wear",
     "fix": "Engine inspection; bearing or block replacement. Stop driving when P1326 sets.",
     "affectedYears": null
    },
    {
     "symptom": "8-speed DCT shudder at low speed",
     "cause": "DCT clutch pack wear",
     "fix": "TCM update; clutch pack if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "hyundai-kona",
   "make": "Hyundai",
   "model": "Kona",
   "generation": "2018-2023 (1st Gen OS)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.6L Turbo GDI (Gamma II)",
   "engineFamily": "Hyundai Gamma Turbo",
   "marketYears": "2018-2023",
   "msrpRange": "$23,000-$30,000",
   "tireSize": "215/55R17",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 27,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "1.6T engine piston damage",
    "Infotainment failure",
    "DCT rough engagement",
    "Road noise"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "1.6T engine piston ringland cracking",
     "tsb": null,
     "fix": "Engine short block replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Engine knocking — piston damage",
     "cause": "1.6T piston ringland cracking",
     "fix": "Engine short block replacement.",
     "affectedYears": null
    },
    {
     "symptom": "CVT/IVT shudder",
     "cause": "Belt wear",
     "fix": "IVT fluid exchange.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment screen blank",
     "cause": "Head unit failure",
     "fix": "Head unit replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "hyundai-palisade",
   "make": "Hyundai",
   "model": "Palisade",
   "generation": "2020-2024 (1st Gen LX2)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.8L V6 (Lambda II GDI)",
   "engineFamily": "Hyundai Lambda V6",
   "marketYears": "2020-2024",
   "msrpRange": "$36,000-$52,000",
   "tireSize": "245/60R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 26,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "OCV ticking on 3.8L V6",
    "Power tailgate failure",
    "AC compressor failure",
    "Infotainment system lag"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "OCV ticking — VVT actuator",
     "cause": "Oil control valve sticking",
     "fix": "Replace OCV.",
     "affectedYears": null
    },
    {
     "symptom": "Power tailgate failure",
     "cause": "Tailgate motor wear",
     "fix": "Replace tailgate motor.",
     "affectedYears": null
    },
    {
     "symptom": "AC compressor failure",
     "cause": "Compressor clutch bearing wear",
     "fix": "Replace AC compressor.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "hyundai-ioniq5",
   "make": "Hyundai",
   "model": "Ioniq 5",
   "generation": "2022-2024 (NE)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "58-84 kWh EV Powertrain (E-GMP)",
   "engineFamily": "Hyundai E-GMP (Ioniq 5/6, EV6/9, GV60)",
   "marketYears": "2022-2024",
   "msrpRange": "$42,000-$57,000",
   "tireSize": "235/55R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 84,
    "mpgHighway": 72,
    "mpgCombined": 78,
    "evMpge": 43,
    "sourceYear": 2025,
    "estimated": false
   },
   "commonProblems": [
    "ICCU failure — charging system",
    "12V battery failure",
    "DC charging speed reduction in heat",
    "Software OTA issues"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "ICCU failure",
     "tsb": null,
     "fix": "ICCU replacement per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "ICCU (Integrated Charge Control Unit) failure",
     "cause": "ICCU internal component failure",
     "fix": "Replace ICCU module.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "DC charging speed reduction in heat",
     "cause": "Battery thermal management",
     "fix": "Pre-condition; charge in shaded/cooler conditions.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "hyundai-venue",
   "make": "Hyundai",
   "model": "Venue",
   "generation": "2020-2024 (1st Gen QX)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.4L / 1.6L GDI (Kappa)",
   "engineFamily": "Hyundai Kappa",
   "marketYears": "2020-2024",
   "msrpRange": "$20,000-$25,000",
   "tireSize": "195/65R15",
   "tirePressurePsi": 34,
   "batteryGroup": "H5",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 30,
    "mpgHighway": 33,
    "mpgCombined": 31,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT hesitation",
    "Road noise",
    "Limited AWD availability",
    "AC performance in hot climate"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT hesitation",
     "cause": "IVT belt calibration",
     "fix": "IVT fluid change; TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "Road noise",
     "cause": "Insulation inadequacy",
     "fix": "No OEM fix.",
     "affectedYears": null
    },
    {
     "symptom": "AC performance in hot climate",
     "cause": "AC system undersizing",
     "fix": "Recharge; cabin filter replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-forte",
   "make": "Kia",
   "model": "Forte",
   "generation": "2019-2024 (3rd Gen BD)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.6L Turbo GDI (Gamma II)",
   "engineFamily": "Hyundai Gamma Turbo",
   "marketYears": "2019-2024",
   "msrpRange": "$20,000-$26,000",
   "tireSize": "205/55R16",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 27,
    "mpgHighway": 35,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "1.6T engine piston damage",
    "CVT reliability",
    "Infotainment lag",
    "Brake pad wear"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "1.6T engine piston ringland cracking",
     "tsb": null,
     "fix": "Engine short block replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Engine knocking — piston damage",
     "cause": "1.6T piston ringland cracking",
     "fix": "Engine short block replacement.",
     "affectedYears": null
    },
    {
     "symptom": "CVT/IVT shudder",
     "cause": "Belt wear",
     "fix": "IVT fluid exchange.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment screen blank",
     "cause": "Head unit failure",
     "fix": "Head unit replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-k5",
   "make": "Kia",
   "model": "K5",
   "generation": "2021-2024 (8th Gen DL3)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.8L / 1.6L Turbo GDI (Smartstream)",
   "engineFamily": "Hyundai Smartstream Turbo",
   "marketYears": "2021-2024",
   "msrpRange": "$26,000-$33,000",
   "tireSize": "215/55R17",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 29,
    "mpgHighway": 38,
    "mpgCombined": 32,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Engine oil consumption",
    "DCT hesitation",
    "Infotainment lag",
    "Road noise"
   ],
   "yearIssues": [
    {
     "years": "2020-2021",
     "issue": "Engine oil consumption",
     "tsb": null,
     "fix": "Oil consumption test; ring replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Engine oil consumption",
     "cause": "Smartstream piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "8-speed DCT hesitation",
     "cause": "DCT clutch calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment screen freezing",
     "cause": "Software instability",
     "fix": "Software update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-sorento",
   "make": "Kia",
   "model": "Sorento",
   "generation": "2021-2024 (4th Gen MQ4)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.5L GDI I4 (Smartstream G2.5)",
   "engineFamily": "Hyundai Smartstream GDI",
   "marketYears": "2021-2024",
   "msrpRange": "$30,000-$44,000",
   "tireSize": "235/65R17",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 24,
    "mpgHighway": 29,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "2.5L engine bearing failure (P1326)",
    "DCT shudder",
    "Infotainment lag",
    "Rear suspension noise"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "2.5L connecting rod bearing failure (P1326)",
     "tsb": null,
     "fix": "Engine inspection; bearing/block replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "2.5L engine bearing failure — P1326",
     "cause": "Connecting rod bearing wear",
     "fix": "Engine inspection; bearing or block replacement. Stop driving when P1326 sets.",
     "affectedYears": null
    },
    {
     "symptom": "8-speed DCT shudder at low speed",
     "cause": "DCT clutch pack wear",
     "fix": "TCM update; clutch pack if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-soul",
   "make": "Kia",
   "model": "Soul",
   "generation": "2020-2024 (3rd Gen SK3)",
   "bodyType": "Hatchback",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.6L Turbo GDI (Gamma II)",
   "engineFamily": "Hyundai Gamma Turbo",
   "marketYears": "2020-2024",
   "msrpRange": "$21,000-$28,000",
   "tireSize": "215/60R17",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 28,
    "mpgHighway": 33,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "1.6T engine piston damage",
    "CVT reliability",
    "Road noise",
    "Infotainment lag"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "1.6T engine piston ringland cracking",
     "tsb": null,
     "fix": "Engine short block replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Engine knocking — piston damage",
     "cause": "1.6T piston ringland cracking",
     "fix": "Engine short block replacement.",
     "affectedYears": null
    },
    {
     "symptom": "CVT/IVT shudder",
     "cause": "Belt wear",
     "fix": "IVT fluid exchange.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment screen blank",
     "cause": "Head unit failure",
     "fix": "Head unit replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-carnival",
   "make": "Kia",
   "model": "Carnival",
   "generation": "2022-2024 (4th Gen KA4)",
   "bodyType": "Minivan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "3.8L V6 (Lambda II GDI)",
   "engineFamily": "Hyundai Lambda V6",
   "marketYears": "2022-2024",
   "msrpRange": "$34,000-$47,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 26,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "OCV ticking",
    "Power sliding door failure",
    "Infotainment lag",
    "AC compressor noise"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "OCV ticking — VVT actuator",
     "cause": "Oil control valve sticking",
     "fix": "Replace OCV.",
     "affectedYears": null
    },
    {
     "symptom": "Power tailgate failure",
     "cause": "Tailgate motor wear",
     "fix": "Replace tailgate motor.",
     "affectedYears": null
    },
    {
     "symptom": "AC compressor failure",
     "cause": "Compressor clutch bearing wear",
     "fix": "Replace AC compressor.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-ev6",
   "make": "Kia",
   "model": "EV6",
   "generation": "2022-2024 (CV)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "58-84 kWh EV Powertrain (E-GMP)",
   "engineFamily": "Hyundai E-GMP (Ioniq 5/6, EV6/9, GV60)",
   "marketYears": "2022-2024",
   "msrpRange": "$42,000-$57,000",
   "tireSize": "235/55R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 85,
    "mpgHighway": 74,
    "mpgCombined": 79,
    "evMpge": 42,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "ICCU failure",
    "12V battery failure",
    "DC charging speed in heat",
    "Software OTA issues"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "ICCU failure",
     "tsb": null,
     "fix": "ICCU replacement per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "ICCU (Integrated Charge Control Unit) failure",
     "cause": "ICCU internal component failure",
     "fix": "Replace ICCU module.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "DC charging speed reduction in heat",
     "cause": "Battery thermal management",
     "fix": "Pre-condition; charge in shaded/cooler conditions.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-niro",
   "make": "Kia",
   "model": "Niro",
   "generation": "2023-2024 (2nd Gen SG2)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "FWD",
   "engine": "1.6L GDI Hybrid (Kappa)",
   "engineFamily": "Hyundai Hybrid",
   "marketYears": "2023-2024",
   "msrpRange": "$28,000-$40,000",
   "tireSize": "215/55R17",
   "tirePressurePsi": 36,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 51,
    "mpgHighway": 46,
    "mpgCombined": 49,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Hybrid system warnings",
    "12V battery drain",
    "Infotainment lag",
    "Brake pad wear"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-rio",
   "make": "Kia",
   "model": "Rio",
   "generation": "2018-2023 (4th Gen FB)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.6L Turbo GDI (Gamma II)",
   "engineFamily": "Hyundai Gamma Turbo",
   "marketYears": "2018-2023",
   "msrpRange": "$17,000-$22,000",
   "tireSize": "185/65R15",
   "tirePressurePsi": 34,
   "batteryGroup": "H5",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 33,
    "mpgHighway": 41,
    "mpgCombined": 36,
    "evMpge": null,
    "sourceYear": 2020,
    "estimated": false
   },
   "commonProblems": [
    "Engine piston damage",
    "CVT reliability",
    "Road noise",
    "Limited features"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "1.6T engine piston ringland cracking",
     "tsb": null,
     "fix": "Engine short block replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Engine knocking — piston damage",
     "cause": "1.6T piston ringland cracking",
     "fix": "Engine short block replacement.",
     "affectedYears": null
    },
    {
     "symptom": "CVT/IVT shudder",
     "cause": "Belt wear",
     "fix": "IVT fluid exchange.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment screen blank",
     "cause": "Head unit failure",
     "fix": "Head unit replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-seltos",
   "make": "Kia",
   "model": "Seltos",
   "generation": "2021-2024 (2nd Gen SP2)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L GDI I4 (Smartstream G2.0)",
   "engineFamily": "Hyundai Smartstream GDI",
   "marketYears": "2021-2024",
   "msrpRange": "$24,000-$30,000",
   "tireSize": "215/60R17",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 29,
    "mpgHighway": 34,
    "mpgCombined": 31,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT shudder",
    "Engine oil consumption (1.6T)",
    "Infotainment lag",
    "Road noise"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT shudder",
     "cause": "IVT belt wear",
     "fix": "IVT fluid exchange.",
     "affectedYears": null
    },
    {
     "symptom": "Engine oil consumption (1.6T)",
     "cause": "Piston ring wear",
     "fix": "Oil consumption test.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment lag",
     "cause": "Software",
     "fix": "Software update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mazda-cx30",
   "make": "Mazda",
   "model": "CX-30",
   "generation": "2020-2024 (1st Gen DM)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.5L I4 (Skyactiv-G)",
   "engineFamily": "Mazda Skyactiv-G NA",
   "marketYears": "2020-2024",
   "msrpRange": "$24,000-$36,000",
   "tireSize": "215/65R16",
   "tirePressurePsi": 34,
   "batteryGroup": "H5",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 25,
    "mpgHighway": 33,
    "mpgCombined": 28,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "GDI carbon buildup",
    "VVT cold start rattle",
    "Infotainment screen delamination",
    "Clutch pedal creak (manual)"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Carbon buildup causing rough idle",
     "cause": "GDI intake valve carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start VVT rattle",
     "cause": "VVT actuator lock pin wear",
     "fix": "VVT actuator replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment screen delamination",
     "cause": "Touch panel adhesive",
     "fix": "Screen replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 75000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mazda-cx9",
   "make": "Mazda",
   "model": "CX-9",
   "generation": "2016-2024 (2nd Gen TC)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.5L Turbo I4 (Skyactiv-G Turbo)",
   "engineFamily": "Mazda Skyactiv-G Turbo",
   "marketYears": "2016-2024",
   "msrpRange": "$36,000-$48,000",
   "tireSize": "255/60R18",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 28,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "2.5T cylinder head cracking",
    "GDI carbon buildup",
    "Coolant loss from head crack",
    "Transmission rough 2-1 downshift"
   ],
   "yearIssues": [
    {
     "years": "2018-2019",
     "issue": "2.5T cylinder head cracking",
     "tsb": null,
     "fix": "Cylinder head replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "2.5L Turbo cylinder head cracking",
     "cause": "Cylinder head casting defect",
     "fix": "Cylinder head replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup",
     "cause": "GDI intake valve carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Coolant loss from head crack",
     "cause": "Cylinder head cracking",
     "fix": "Cylinder head replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mazda-cx50",
   "make": "Mazda",
   "model": "CX-50",
   "generation": "2023-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.5L I4 (Skyactiv-G)",
   "engineFamily": "Mazda Skyactiv-G NA",
   "marketYears": "2023-2024",
   "msrpRange": "$28,000-$40,000",
   "tireSize": "225/65R17",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 24,
    "mpgHighway": 30,
    "mpgCombined": 27,
    "evMpge": null,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "GDI carbon buildup",
    "Infotainment screen delamination",
    "Road noise from all-terrain tires",
    "Tailgate handle paint peeling"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Carbon buildup causing rough idle",
     "cause": "GDI intake valve carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start VVT rattle",
     "cause": "VVT actuator lock pin wear",
     "fix": "VVT actuator replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment screen delamination",
     "cause": "Touch panel adhesive",
     "fix": "Screen replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 75000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mazda-mx5",
   "make": "Mazda",
   "model": "MX-5 Miata",
   "generation": "2019-2024 (ND2)",
   "bodyType": "Coupe",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "2.0L I4 (Skyactiv-G)",
   "engineFamily": "Mazda Skyactiv-G NA",
   "marketYears": "2019-2024",
   "msrpRange": "$29,000-$38,000",
   "tireSize": "195/50R16",
   "tirePressurePsi": 29,
   "batteryGroup": "H5",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 26,
    "mpgHighway": 34,
    "mpgCombined": 29,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Transmission notchy when cold",
    "Rear differential whine",
    "Soft top wear and leaks",
    "Valve tick at idle (normal)"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Manual transmission notchy shifting when cold",
     "cause": "Synchro design characteristic",
     "fix": "Use GL-4 fluid; improves with warm-up.",
     "affectedYears": null
    },
    {
     "symptom": "Rear differential whine",
     "cause": "Ring and pinion wear",
     "fix": "Differential fluid change; rebuild if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "Valve tick at idle (normal)",
     "cause": "Direct injection characteristic",
     "fix": "No fix; normal operation.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 75000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mazda-cx90",
   "make": "Mazda",
   "model": "CX-90",
   "generation": "2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "3.3L Turbo I6 Hybrid (Skyactiv-D/G Hybrid)",
   "engineFamily": "Mazda Skyactiv I6 Hybrid",
   "marketYears": "2024",
   "msrpRange": "$40,000-$50,000",
   "tireSize": "275/45R21",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 24,
    "mpgHighway": 28,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "Hybrid system early software issues",
    "Transmission rough engagement",
    "Infotainment lag",
    "Ride quality on 21\" wheels"
   ],
   "yearIssues": [
    {
     "years": "2024",
     "issue": "Early production software issues",
     "tsb": null,
     "fix": "Software update",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Hybrid system warning",
     "cause": "Early production software",
     "fix": "Software update.",
     "affectedYears": null
    },
    {
     "symptom": "Transmission rough engagement",
     "cause": "8-speed automatic calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "Ride quality on 21\" wheels",
     "cause": "Large wheel/low profile tire",
     "fix": "No fix; consider 19\" wheels.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 75000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "subaru-crosstrek",
   "make": "Subaru",
   "model": "Crosstrek",
   "generation": "2024 (3rd Gen BT)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.5L H4 (FB25D)",
   "engineFamily": "Subaru FB Boxer",
   "marketYears": "2024",
   "msrpRange": "$25,000-$35,000",
   "tireSize": "225/60R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 29,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Windshield cracking",
    "Oil consumption",
    "Starlink infotainment lag"
   ],
   "yearIssues": [
    {
     "years": "2015-2019",
     "issue": "Oil consumption above spec",
     "tsb": null,
     "fix": "Oil consumption test; ring replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Oil consumption",
     "cause": "Piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "CVT shudder and delayed engagement",
     "cause": "Lineartronic CVT chain wear",
     "fix": "CVT fluid at 30k; valve body if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "Windshield cracking",
     "cause": "Acoustic glass fragility",
     "fix": "Replace with OEM glass.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "subaru-impreza",
   "make": "Subaru",
   "model": "Impreza",
   "generation": "2017-2024 (5th Gen GT)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.6L H4 (FB16D)",
   "engineFamily": "Subaru FB Boxer",
   "marketYears": "2017-2024",
   "msrpRange": "$20,000-$28,000",
   "tireSize": "205/55R16",
   "tirePressurePsi": 33,
   "batteryGroup": "H5",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 27,
    "mpgHighway": 34,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Oil consumption",
    "Windshield cracking",
    "Starlink infotainment lag"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT shudder",
     "cause": "Lineartronic CVT chain wear",
     "fix": "CVT fluid at 30k.",
     "affectedYears": null
    },
    {
     "symptom": "Oil consumption",
     "cause": "Piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Windshield cracking",
     "cause": "Acoustic glass",
     "fix": "Replace with OEM glass.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "subaru-ascent",
   "make": "Subaru",
   "model": "Ascent",
   "generation": "2019-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.4L Turbo H4 (FA24F)",
   "engineFamily": "Subaru FA Turbo Boxer",
   "marketYears": "2019-2024",
   "msrpRange": "$34,000-$48,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 27,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Windshield cracking",
    "12V battery drain",
    "Oil consumption"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "12V battery drain from telematics",
     "tsb": null,
     "fix": "Software update",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "CVT shudder and delayed engagement",
     "cause": "CVT chain and valve body wear",
     "fix": "CVT fluid at 30k; valve body if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "Windshield cracking",
     "cause": "Acoustic glass fragility",
     "fix": "Replace with OEM glass.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain",
     "cause": "Telematics module sleep issue",
     "fix": "Software update for telematics.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "subaru-wrx",
   "make": "Subaru",
   "model": "WRX",
   "generation": "2022-2024 (2nd Gen VB)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.4L Turbo H4 (FA24F)",
   "engineFamily": "Subaru FA Turbo Boxer",
   "marketYears": "2022-2024",
   "msrpRange": "$31,000-$42,000",
   "tireSize": "235/40R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 27,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT harsh simulated shifts",
    "GDI carbon buildup",
    "Clutch pedal creak (manual)",
    "Infotainment lag"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "12V battery drain from telematics",
     "tsb": null,
     "fix": "Software update",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "CVT shudder and delayed engagement",
     "cause": "CVT chain and valve body wear",
     "fix": "CVT fluid at 30k; valve body if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "Windshield cracking",
     "cause": "Acoustic glass fragility",
     "fix": "Replace with OEM glass.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain",
     "cause": "Telematics module sleep issue",
     "fix": "Software update for telematics.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "subaru-legacy",
   "make": "Subaru",
   "model": "Legacy",
   "generation": "2020-2024 (7th Gen BT)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.5L H4 (FB25D)",
   "engineFamily": "Subaru FB Boxer",
   "marketYears": "2020-2024",
   "msrpRange": "$24,000-$34,000",
   "tireSize": "225/60R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 27,
    "mpgHighway": 35,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Oil consumption",
    "Windshield cracking",
    "Starlink infotainment lag"
   ],
   "yearIssues": [
    {
     "years": "2015-2019",
     "issue": "Oil consumption above spec",
     "tsb": null,
     "fix": "Oil consumption test; ring replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Oil consumption",
     "cause": "Piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "CVT shudder and delayed engagement",
     "cause": "Lineartronic CVT chain wear",
     "fix": "CVT fluid at 30k; valve body if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "Windshield cracking",
     "cause": "Acoustic glass fragility",
     "fix": "Replace with OEM glass.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "subaru-solterra",
   "make": "Subaru",
   "model": "Solterra",
   "generation": "2023-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "71.4 kWh EV Powertrain (Joint Subaru/Toyota)",
   "engineFamily": "e-TNGA EV",
   "marketYears": "2023-2024",
   "msrpRange": "$45,000-$50,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 36,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 114,
    "mpgHighway": 94,
    "mpgCombined": 104,
    "evMpge": 31,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "Wheel hub bolt recall",
    "DC charging speed",
    "12V battery drain",
    "Cold weather range reduction"
   ],
   "yearIssues": [
    {
     "years": "2023",
     "issue": "Wheel hub bolt loosening — recall",
     "tsb": null,
     "fix": "Wheel hub bolt replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volkswagen-atlas",
   "make": "Volkswagen",
   "model": "Atlas",
   "generation": "2018-2024 (1st Gen A21)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (EA888 Gen 3B)",
   "engineFamily": "VW EA888 Gen 3",
   "marketYears": "2018-2024",
   "msrpRange": "$36,000-$52,000",
   "tireSize": "255/55R19",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 17,
    "mpgHighway": 23,
    "mpgCombined": 19,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Water pump failure",
    "Timing chain tensioner wear",
    "GDI carbon buildup",
    "Infotainment MIB issues"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "EA888 water pump failure",
     "tsb": null,
     "fix": "Water pump replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible leak",
     "cause": "EA888 electric water pump failure (bearing/seal)",
     "fix": "Replace water pump with updated revision. Check for coolant in wiring harness connector.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start rattle 1-3 seconds from timing cover",
     "cause": "EA888 timing chain tensioner wear",
     "fix": "Timing chain, tensioner, and guides replacement. Updated tensioner revision available.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire codes",
     "cause": "Intake valve carbon buildup (direct injection)",
     "fix": "Walnut blast at 60k miles. Top-tier fuel with PEA additive slows recurrence.",
     "affectedYears": null
    },
    {
     "symptom": "PCV system causing lean codes and rough idle",
     "cause": "PCV valve integrated in valve cover failing",
     "fix": "Replace valve cover assembly (PCV not serviced separately).",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volkswagen-taos",
   "make": "Volkswagen",
   "model": "Taos",
   "generation": "2022-2024 (1st Gen BW2)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.4L Turbo I4 (EA211)",
   "engineFamily": "VW EA211",
   "marketYears": "2022-2024",
   "msrpRange": "$25,000-$35,000",
   "tireSize": "215/60R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 28,
    "mpgHighway": 36,
    "mpgCombined": 31,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Water pump failure",
    "Carbon buildup (GDI)",
    "Infotainment lag",
    "DCT rough engagement"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Water pump failure",
     "cause": "Water pump bearing wear",
     "fix": "Replace water pump.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup",
     "cause": "GDI carbon",
     "fix": "Walnut blast at 60k.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment lag",
     "cause": "MIB infotainment",
     "fix": "Software update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volkswagen-golf-gti",
   "make": "Volkswagen",
   "model": "Golf GTI",
   "generation": "2022-2024 (Mk8 CD1)",
   "bodyType": "Hatchback",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.0L Turbo I4 (EA888 Gen 3)",
   "engineFamily": "VW EA888 Gen 3",
   "marketYears": "2022-2024",
   "msrpRange": "$31,000-$41,000",
   "tireSize": "225/40R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 29,
    "mpgHighway": 36,
    "mpgCombined": 32,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Water pump failure",
    "GDI carbon buildup",
    "Infotainment software bugs",
    "DCT rough engagement"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible leak",
     "cause": "EA888 electric water pump failure (bearing/seal)",
     "fix": "Replace water pump with updated revision. Check for coolant in wiring harness connector.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start rattle 1-3 seconds from timing cover",
     "cause": "EA888 timing chain tensioner wear",
     "fix": "Timing chain, tensioner, and guides replacement. Updated tensioner revision available.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire codes",
     "cause": "Intake valve carbon buildup (direct injection)",
     "fix": "Walnut blast at 60k miles. Top-tier fuel with PEA additive slows recurrence.",
     "affectedYears": null
    },
    {
     "symptom": "PCV system causing lean codes and rough idle",
     "cause": "PCV valve integrated in valve cover failing",
     "fix": "Replace valve cover assembly (PCV not serviced separately).",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volkswagen-id4",
   "make": "Volkswagen",
   "model": "ID.4",
   "generation": "2021-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "62-82 kWh EV Powertrain (MEB)",
   "engineFamily": "VW MEB (ID.4, ID.5, ID.Buzz, Q4 e-tron)",
   "marketYears": "2021-2024",
   "msrpRange": "$39,000-$50,000",
   "tireSize": "235/55R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 115,
    "mpgHighway": 99,
    "mpgCombined": 107,
    "evMpge": 31,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failure",
    "Infotainment reboots",
    "Door handle sticking",
    "DC charging slower in cold"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "12V battery failures",
     "tsb": null,
     "fix": "Replace 12V battery",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volkswagen-jetta-gli",
   "make": "Volkswagen",
   "model": "Jetta GLI",
   "generation": "2019-2024 (7th Gen)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.0L Turbo I4 (EA888 Gen 3)",
   "engineFamily": "VW EA888 Gen 3",
   "marketYears": "2019-2024",
   "msrpRange": "$28,000-$37,000",
   "tireSize": "225/45R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 24,
    "mpgHighway": 35,
    "mpgCombined": 28,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Water pump failure",
    "Carbon buildup (GDI)",
    "Timing chain tensioner",
    "DCT rough engagement"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible leak",
     "cause": "EA888 electric water pump failure (bearing/seal)",
     "fix": "Replace water pump with updated revision. Check for coolant in wiring harness connector.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start rattle 1-3 seconds from timing cover",
     "cause": "EA888 timing chain tensioner wear",
     "fix": "Timing chain, tensioner, and guides replacement. Updated tensioner revision available.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire codes",
     "cause": "Intake valve carbon buildup (direct injection)",
     "fix": "Walnut blast at 60k miles. Top-tier fuel with PEA additive slows recurrence.",
     "affectedYears": null
    },
    {
     "symptom": "PCV system causing lean codes and rough idle",
     "cause": "PCV valve integrated in valve cover failing",
     "fix": "Replace valve cover assembly (PCV not serviced separately).",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "jeep-cherokee",
   "make": "Jeep",
   "model": "Cherokee",
   "generation": "2019-2023 (KL)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "2.4L I4 (LAF/LEA/LKW)",
   "engineFamily": "GM Ecotec Direct Injection",
   "marketYears": "2019-2023",
   "msrpRange": "$28,000-$40,000",
   "tireSize": "225/65R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 23,
    "mpgHighway": 31,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2020,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission harsh shifts",
    "3.6L lifter failure",
    "Engine oil consumption",
    "Infotainment Uconnect issues"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Oil consumption above spec",
     "tsb": null,
     "fix": "Oil consumption test; engine replacement if confirmed",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "High oil consumption",
     "cause": "2.4L piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "9T65 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "3.6L timing chain rattle (3.6L models)",
     "cause": "Timing chain tensioner wear",
     "fix": "Timing chain replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "jeep-compass",
   "make": "Jeep",
   "model": "Compass",
   "generation": "2018-2024 (2nd Gen MP)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "2.4L I4 (LAF/LEA/LKW)",
   "engineFamily": "GM Ecotec Direct Injection",
   "marketYears": "2018-2024",
   "msrpRange": "$25,000-$35,000",
   "tireSize": "215/60R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 31,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission harsh shifts",
    "2.4L oil consumption",
    "Infotainment issues",
    "AC compressor failure"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Oil consumption above spec",
     "tsb": null,
     "fix": "Oil consumption test; engine replacement if confirmed",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "High oil consumption",
     "cause": "2.4L piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "9T65 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "3.6L timing chain rattle (3.6L models)",
     "cause": "Timing chain tensioner wear",
     "fix": "Timing chain replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "jeep-gladiator",
   "make": "Jeep",
   "model": "Gladiator",
   "generation": "2020-2024 (JT)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "3.6L V6 (Pentastar)",
   "engineFamily": "Chrysler Pentastar V6",
   "marketYears": "2020-2024",
   "msrpRange": "$37,000-$55,000",
   "tireSize": "245/75R17",
   "tirePressurePsi": 37,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 17,
    "mpgHighway": 22,
    "mpgCombined": 19,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Death wobble",
    "3.6L lifter failure",
    "Manual transmission issues",
    "Frame weld quality concerns"
   ],
   "yearIssues": [
    {
     "years": "2014-2018",
     "issue": "3.6L roller lifter failure",
     "tsb": null,
     "fix": "Lifter and camshaft replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "3.6L lifter/camshaft failure",
     "cause": "Roller lifter failure scoring camshaft",
     "fix": "Replace lifters and camshaft.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "ZF 9HP48 calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "Engine oil consumption",
     "cause": "2.4L Tigershark / 3.6L ring wear",
     "fix": "Oil consumption test; engine replacement if confirmed.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "jeep-renegade",
   "make": "Jeep",
   "model": "Renegade",
   "generation": "2018-2024 (BU)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "2.4L I4 (LAF/LEA/LKW)",
   "engineFamily": "GM Ecotec Direct Injection",
   "marketYears": "2018-2024",
   "msrpRange": "$23,000-$32,000",
   "tireSize": "215/60R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 24,
    "mpgHighway": 32,
    "mpgCombined": 27,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission harsh shifts",
    "2.4L oil consumption",
    "Infotainment issues",
    "AC compressor failure"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Oil consumption above spec",
     "tsb": null,
     "fix": "Oil consumption test; engine replacement if confirmed",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "High oil consumption",
     "cause": "2.4L piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "9T65 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "3.6L timing chain rattle (3.6L models)",
     "cause": "Timing chain tensioner wear",
     "fix": "Timing chain replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "jeep-wagoneer",
   "make": "Jeep",
   "model": "Wagoneer",
   "generation": "2022-2024 (WS)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "5.3L V8 (L84 EcoTec3)",
   "engineFamily": "GM Small Block V8 (AFM)",
   "marketYears": "2022-2024",
   "msrpRange": "$60,000-$90,000",
   "tireSize": "275/60R20",
   "tirePressurePsi": 36,
   "batteryGroup": "65",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 16,
    "mpgHighway": 22,
    "mpgCombined": 18,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Hemi lifter failure",
    "Air suspension failure",
    "Uconnect reboots",
    "Power liftgate failure"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "AFM lifter failure",
     "tsb": null,
     "fix": "Lifter and camshaft replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Tick/knock from top of engine that progresses",
     "cause": "AFM/DOD lifter roller failure scoring camshaft lobes",
     "fix": "Replace all lifters (not just AFM cylinders), camshaft, and oil pump. Flush oil passages. Consider AFM delete tune.",
     "affectedYears": null
    },
    {
     "symptom": "Low oil pressure warning with P0521",
     "cause": "Metal debris from lifter failure clogging oil pickup screen",
     "fix": "Do NOT drive. Tow to shop. Drop oil pan, clean pickup, replace lifters/camshaft. Full engine replacement if scored.",
     "affectedYears": null
    },
    {
     "symptom": "8L90/8L45 transmission shudder 35-55 mph",
     "cause": "ATF thermal degradation damaging torque converter clutch",
     "fix": "Flush with low-viscosity Mobil 1 LV ATF. Replace converter if shudder persists after flush.",
     "affectedYears": null
    },
    {
     "symptom": "10-speed transmission harsh 2-1 downshift",
     "cause": "10L80 TCM calibration",
     "fix": "TCM software update from dealership. Free under powertrain warranty.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ram-2500",
   "make": "Ram",
   "model": "2500",
   "generation": "2019-2024 (5th Gen DT)",
   "bodyType": "Truck",
   "fuelType": "diesel",
   "drivetrain": "4WD",
   "engine": "6.7L I6 Diesel (Cummins B-series)",
   "engineFamily": "Cummins Diesel I6",
   "marketYears": "2019-2024",
   "msrpRange": "$45,000-$80,000",
   "tireSize": "275/70R18",
   "tirePressurePsi": 65,
   "batteryGroup": "65",
   "batteryCca": 850,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 25,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2024,
    "estimated": true
   },
   "commonProblems": [
    "CP4 fuel pump failure (diesel)",
    "Death wobble",
    "DEF system failures",
    "Transmission harsh shifts"
   ],
   "yearIssues": [
    {
     "years": "2019-2022",
     "issue": "CP4 fuel pump failure",
     "tsb": null,
     "fix": "Complete fuel system replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "CP4 high-pressure fuel pump failure",
     "cause": "Bosch CP4 pump metal shavings",
     "fix": "Complete fuel system replacement ($10,000+).",
     "affectedYears": null
    },
    {
     "symptom": "Death wobble",
     "cause": "Steering component wear",
     "fix": "Replace track bar and ball joints.",
     "affectedYears": null
    },
    {
     "symptom": "DEF system issues",
     "cause": "DEF heater and doser failure",
     "fix": "Replace DEF system components.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-40",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 100000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chrysler-pacifica",
   "make": "Chrysler",
   "model": "Pacifica",
   "generation": "2017-2024 (RU)",
   "bodyType": "Minivan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "3.6L V6 (Pentastar)",
   "engineFamily": "Chrysler Pentastar V6",
   "marketYears": "2017-2024",
   "msrpRange": "$37,000-$55,000",
   "tireSize": "235/60R17",
   "tirePressurePsi": 36,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 28,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission harsh shifts",
    "Power sliding door failure",
    "3.6L oil consumption",
    "Hybrid battery issues (PHEV)"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "ZF 9HP48 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "Power sliding door failure",
     "cause": "Door actuator wear",
     "fix": "Replace door actuator.",
     "affectedYears": null
    },
    {
     "symptom": "3.6L oil consumption",
     "cause": "Piston ring wear",
     "fix": "Oil consumption test.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chrysler-300",
   "make": "Chrysler",
   "model": "300",
   "generation": "2018-2023 (2nd Gen LD facelift)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "5.7L V8 (HEMI Eagle)",
   "engineFamily": "Chrysler HEMI V8",
   "marketYears": "2018-2023",
   "msrpRange": "$34,000-$50,000",
   "tireSize": "215/65R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 30,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2020,
    "estimated": false
   },
   "commonProblems": [
    "5.7L HEMI lifter failure",
    "8-speed transmission shudder",
    "Infotainment Uconnect issues",
    "AC compressor failure"
   ],
   "yearIssues": [
    {
     "years": "2014-2020",
     "issue": "5.7L HEMI lifter failure",
     "tsb": null,
     "fix": "Lifter and camshaft replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Tick progressing to knock from top of engine",
     "cause": "MDS/AFM lifter roller failure scoring camshaft",
     "fix": "Replace all lifters, camshaft, oil pump. Flush passages. Consider MDS delete to prevent recurrence.",
     "affectedYears": null
    },
    {
     "symptom": "Low oil pressure warning",
     "cause": "Debris from lifter failure clogging pickup",
     "fix": "Tow immediately. Drop pan, clean pickup, replace lifters/cam. Engine replacement if scored.",
     "affectedYears": null
    },
    {
     "symptom": "8HP75/8HP90 transmission shudder 35-55 mph",
     "cause": "Fluid thermal degradation",
     "fix": "Fluid flush with ZF Lifeguard fluid. Repeat at 60k in hot climate or towing.",
     "affectedYears": null
    },
    {
     "symptom": "Exhaust manifold tick on cold start",
     "cause": "Manifold bolt breakage (5.7L/6.4L common)",
     "fix": "Replace broken bolts with updated studs. Resurface manifold if warped.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "lexus-es",
   "make": "Lexus",
   "model": "ES",
   "generation": "2019-2024 (7th Gen XZ10)",
   "bodyType": "Sedan",
   "fuelType": "hybrid",
   "drivetrain": "FWD",
   "engine": "2.5L I4 Hybrid (A25A-FXS)",
   "engineFamily": "Toyota THS II Hybrid",
   "marketYears": "2019-2024",
   "msrpRange": "$43,000-$52,000",
   "tireSize": "215/55R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 32,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Dashboard melting",
    "Infotainment lag",
    "HV battery degradation at high mileage",
    "12V battery drain"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Fuel pump impeller deformation causing stall",
     "tsb": "20TP-02",
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "lexus-is",
   "make": "Lexus",
   "model": "IS",
   "generation": "2021-2024 (3rd Gen facelift)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "3.5L V6 (2GR-FKS)",
   "engineFamily": "Toyota GR Direct Injection V6",
   "marketYears": "2021-2024",
   "msrpRange": "$42,000-$52,000",
   "tireSize": "225/45R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 28,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Infotainment screen delamination",
    "VVT cold start rattle",
    "Dashboard cracking",
    "Fuel pump recall"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "Fuel pump recall (certain VINs)",
     "tsb": null,
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "VVT-i cold start rattle 1-2 seconds",
     "cause": "VVT gear lock pin wear",
     "fix": "VVT gear replacement (both banks).",
     "affectedYears": null
    },
    {
     "symptom": "8-speed transmission hesitation 2-1 downshift",
     "cause": "8-speed transmission calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup causing rough idle",
     "cause": "GDI intake valve carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "lexus-nx",
   "make": "Lexus",
   "model": "NX",
   "generation": "2022-2024 (2nd Gen AZ20)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.5L I4 Hybrid (A25A-FXS)",
   "engineFamily": "Toyota THS II Hybrid",
   "marketYears": "2022-2024",
   "msrpRange": "$40,000-$50,000",
   "tireSize": "225/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 28,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Infotainment touchpad",
    "12V battery drain",
    "HV battery degradation",
    "Power liftgate failure"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Fuel pump impeller deformation causing stall",
     "tsb": "20TP-02",
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "lexus-gx",
   "make": "Lexus",
   "model": "GX",
   "generation": "2020-2023 (2nd Gen J150)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "4.0L V6 (1GR-FE)",
   "engineFamily": "Toyota GR V6",
   "marketYears": "2020-2023",
   "msrpRange": "$54,000-$65,000",
   "tireSize": "265/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "27F",
   "batteryCca": 710,
   "epa": {
    "mpgCity": 15,
    "mpgHighway": 19,
    "mpgCombined": 16,
    "evMpge": null,
    "sourceYear": 2020,
    "estimated": false
   },
   "commonProblems": [
    "Dashboard cracking",
    "Frame surface rust",
    "Infotainment outdated",
    "Fuel economy below average"
   ],
   "yearIssues": [
    {
     "years": "2010-2014",
     "issue": "Frame rust perforation in snow-belt states",
     "tsb": null,
     "fix": "Frame replacement campaign; anti-corrosion treatment",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "VVT-i cold start rattle 1-2 seconds",
     "cause": "VVT gear lock pin wear",
     "fix": "VVT gear replacement (both banks). Use OEM filter to prevent debris.",
     "affectedYears": null
    },
    {
     "symptom": "Exhaust manifold tick on cold start",
     "cause": "Manifold gasket and stud failure",
     "fix": "Replace manifold gasket and studs with updated parts.",
     "affectedYears": null
    },
    {
     "symptom": "Frame surface rust in snow-belt states",
     "cause": "Frame coating inadequacy",
     "fix": "Annual undercarriage wash in winter; fluid film application.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 90000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "lexus-lx",
   "make": "Lexus",
   "model": "LX",
   "generation": "2022-2024 (3rd Gen J300)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "5.7L V8 (3UR-FE)",
   "engineFamily": "Toyota UR V8",
   "marketYears": "2022-2024",
   "msrpRange": "$88,000-$102,000",
   "tireSize": "285/50R22",
   "tirePressurePsi": 35,
   "batteryGroup": "27F",
   "batteryCca": 710,
   "epa": {
    "mpgCity": 12,
    "mpgHighway": 16,
    "mpgCombined": 14,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Infotainment touchpad",
    "Fuel economy",
    "Tire replacement cost (22\" wheels)",
    "Air suspension maintenance"
   ],
   "yearIssues": [
    {
     "years": "2008-2014",
     "issue": "Air injection pump failure",
     "tsb": null,
     "fix": "Pump replacement; some covered under extended warranty",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "VVT-i cold start rattle",
     "cause": "VVT gear wear",
     "fix": "VVT gear replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Air injection pump failure (secondary air)",
     "cause": "Air injection pump moisture ingestion",
     "fix": "Air injection pump replacement; relocate to dry location.",
     "affectedYears": null
    },
    {
     "symptom": "Exhaust manifold leak tick",
     "cause": "Manifold bolt breakage",
     "fix": "Replace manifold studs and gasket.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "lexus-rz",
   "make": "Lexus",
   "model": "RZ 450e",
   "generation": "2023-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "71.4 kWh EV Powertrain (Joint Subaru/Toyota)",
   "engineFamily": "e-TNGA EV",
   "marketYears": "2023-2024",
   "msrpRange": "$48,000-$56,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 36,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 115,
    "mpgHighway": 98,
    "mpgCombined": 107,
    "evMpge": 32,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "DC fast charging speed",
    "Cold weather range loss",
    "12V battery drain",
    "Steer-by-wire yoke feel (early models)"
   ],
   "yearIssues": [
    {
     "years": "2023",
     "issue": "Wheel hub bolt loosening — recall",
     "tsb": null,
     "fix": "Wheel hub bolt replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "acura-mdx",
   "make": "Acura",
   "model": "MDX",
   "generation": "2022-2024 (4th Gen YD1)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.0L V6 (J30AC)",
   "engineFamily": "Honda J Series V6",
   "marketYears": "2022-2024",
   "msrpRange": "$49,000-$65,000",
   "tireSize": "255/50R20",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 26,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Infotainment touchpad",
    "Brake rotor warping",
    "SH-AWD noise",
    "AC compressor failure"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Infotainment touchpad frustration",
     "cause": "True Touchpad Interface design",
     "fix": "Use CarPlay/Android Auto; software update.",
     "affectedYears": null
    },
    {
     "symptom": "Brake judder — rotor warping",
     "cause": "Front rotor warping",
     "fix": "Rotor resurface/replacement.",
     "affectedYears": null
    },
    {
     "symptom": "SH-AWD rear differential noise",
     "cause": "Clutch pack wear",
     "fix": "Differential fluid change.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "acura-tlx",
   "make": "Acura",
   "model": "TLX",
   "generation": "2021-2024 (2nd Gen TC1)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (K20C3/KC)",
   "engineFamily": "Honda K Series Turbo (Acura)",
   "marketYears": "2021-2024",
   "msrpRange": "$39,000-$55,000",
   "tireSize": "245/40R19",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 29,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Infotainment touchpad",
    "GDI carbon buildup",
    "Brake rotor warping",
    "SH-AWD noise"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Brake judder — rotor warping",
     "cause": "Front rotor warping from heat",
     "fix": "Rotor resurface/replacement with updated spec.",
     "affectedYears": null
    },
    {
     "symptom": "SH-AWD rear differential noise",
     "cause": "Differential clutch pack wear",
     "fix": "Differential fluid change; clutch pack if persistent.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 40000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "acura-integra",
   "make": "Acura",
   "model": "Integra",
   "generation": "2023-2024 (1st Gen DE4)",
   "bodyType": "Hatchback",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.5L Turbo I4 (L15B7/L15C)",
   "engineFamily": "Honda Earth Dreams Turbo",
   "marketYears": "2023-2024",
   "msrpRange": "$32,000-$38,000",
   "tireSize": "235/40R18",
   "tirePressurePsi": 33,
   "batteryGroup": "51R",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 30,
    "mpgHighway": 37,
    "mpgCombined": 33,
    "evMpge": null,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "CVT hesitation",
    "Oil dilution (cold climate)",
    "Road noise",
    "Infotainment connectivity"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Oil dilution in cold climate short-trip driving",
     "tsb": null,
     "fix": "Oil at 5k; software update for fuel mapping",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Oil dilution (fuel in oil) in cold climate short trips",
     "cause": "Direct injection fuel wash past rings during cold operation",
     "fix": "Oil change at 5k miles in cold climate. Avoid short trips. Use top-tier fuel.",
     "affectedYears": null
    },
    {
     "symptom": "CVT hesitation under hard acceleration",
     "cause": "CVT belt and pulley calibration",
     "fix": "TCM software update; CVT fluid at 30k.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle at deceleration",
     "cause": "Wastegate actuator rod wear",
     "fix": "Turbo inspection.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 40000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "bmw-3-series",
   "make": "BMW",
   "model": "3 Series",
   "generation": "2019-2024 (G20)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "2.0L Turbo I4 (B48)",
   "engineFamily": "BMW B48 Modular",
   "marketYears": "2019-2024",
   "msrpRange": "$44,000-$55,000",
   "tireSize": "225/50R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 26,
    "mpgHighway": 36,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Electric coolant pump failure",
    "PCV valve (valve cover) failure",
    "GDI carbon buildup",
    "xDrive transfer case wear"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Electric coolant pump failure",
     "tsb": null,
     "fix": "Coolant pump replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss and overheating warning",
     "cause": "Electric coolant pump failure (B48/B58 electronics)",
     "fix": "Replace electric coolant pump. Updated revision recommended. Do not drive overheated.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle, lean codes P0171/P0174",
     "cause": "PCV valve failure integrated in valve cover",
     "fix": "Replace valve cover assembly with PCV. Inspect intake for oil ingestion.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start misfire and carbon codes",
     "cause": "GDI intake valve carbon buildup",
     "fix": "Walnut blast at 60k miles. Replace coils and plugs preventively at 60k.",
     "affectedYears": null
    },
    {
     "symptom": "VANOS rattle and P0011/P0014",
     "cause": "VANOS solenoid clogged with oil sludge",
     "fix": "Clean or replace VANOS solenoids. Frequent oil changes (7.5k, not 15k) prevent recurrence.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "bmw-5-series",
   "make": "BMW",
   "model": "5 Series",
   "generation": "2017-2024 (G30)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.0L Turbo I6 (B58)",
   "engineFamily": "BMW B58 Modular",
   "marketYears": "2017-2024",
   "msrpRange": "$55,000-$70,000",
   "tireSize": "245/45R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 25,
    "mpgHighway": 33,
    "mpgCombined": 28,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Electric coolant pump failure",
    "PCV valve failure",
    "GDI carbon buildup",
    "xDrive transfer case"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "Electric coolant pump failure",
     "tsb": null,
     "fix": "Coolant pump replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss and overheating warning",
     "cause": "Electric coolant pump failure (B48/B58 electronics)",
     "fix": "Replace electric coolant pump. Updated revision recommended. Do not drive overheated.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle, lean codes P0171/P0174",
     "cause": "PCV valve failure integrated in valve cover",
     "fix": "Replace valve cover assembly with PCV. Inspect intake for oil ingestion.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start misfire and carbon codes",
     "cause": "GDI intake valve carbon buildup",
     "fix": "Walnut blast at 60k miles. Replace coils and plugs preventively at 60k.",
     "affectedYears": null
    },
    {
     "symptom": "VANOS rattle and P0011/P0014",
     "cause": "VANOS solenoid clogged with oil sludge",
     "fix": "Clean or replace VANOS solenoids. Frequent oil changes (7.5k, not 15k) prevent recurrence.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "bmw-x5",
   "make": "BMW",
   "model": "X5",
   "generation": "2019-2024 (G05)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.0L Turbo I6 (B58)",
   "engineFamily": "BMW B58 Modular",
   "marketYears": "2019-2024",
   "msrpRange": "$62,000-$85,000",
   "tireSize": "275/45R20",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 13,
    "mpgHighway": 18,
    "mpgCombined": 15,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Electric coolant pump",
    "Air suspension failure",
    "GDI carbon buildup",
    "xDrive transfer case wear"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "Electric coolant pump failure",
     "tsb": null,
     "fix": "Coolant pump replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss and overheating warning",
     "cause": "Electric coolant pump failure (B48/B58 electronics)",
     "fix": "Replace electric coolant pump. Updated revision recommended. Do not drive overheated.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle, lean codes P0171/P0174",
     "cause": "PCV valve failure integrated in valve cover",
     "fix": "Replace valve cover assembly with PCV. Inspect intake for oil ingestion.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start misfire and carbon codes",
     "cause": "GDI intake valve carbon buildup",
     "fix": "Walnut blast at 60k miles. Replace coils and plugs preventively at 60k.",
     "affectedYears": null
    },
    {
     "symptom": "VANOS rattle and P0011/P0014",
     "cause": "VANOS solenoid clogged with oil sludge",
     "fix": "Clean or replace VANOS solenoids. Frequent oil changes (7.5k, not 15k) prevent recurrence.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "bmw-x1",
   "make": "BMW",
   "model": "X1",
   "generation": "2016-2024 (F48/U11)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (B46)",
   "engineFamily": "BMW B46 Modular",
   "marketYears": "2016-2024",
   "msrpRange": "$40,000-$48,000",
   "tireSize": "225/55R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 23,
    "mpgHighway": 31,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "Electric coolant pump",
    "GDI carbon buildup",
    "xDrive transfer case",
    "Oil filter housing leak"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Coolant loss and overheating warning",
     "cause": "Electric coolant pump failure (B48/B58 electronics)",
     "fix": "Replace electric coolant pump. Updated revision recommended. Do not drive overheated.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle, lean codes P0171/P0174",
     "cause": "PCV valve failure integrated in valve cover",
     "fix": "Replace valve cover assembly with PCV. Inspect intake for oil ingestion.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start misfire and carbon codes",
     "cause": "GDI intake valve carbon buildup",
     "fix": "Walnut blast at 60k miles. Replace coils and plugs preventively at 60k.",
     "affectedYears": null
    },
    {
     "symptom": "VANOS rattle and P0011/P0014",
     "cause": "VANOS solenoid clogged with oil sludge",
     "fix": "Clean or replace VANOS solenoids. Frequent oil changes (7.5k, not 15k) prevent recurrence.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "bmw-x7",
   "make": "BMW",
   "model": "X7",
   "generation": "2019-2024 (G07)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.0L Turbo I6 (B58)",
   "engineFamily": "BMW B58 Modular",
   "marketYears": "2019-2024",
   "msrpRange": "$77,000-$100,000",
   "tireSize": "285/45R21",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 15,
    "mpgHighway": 21,
    "mpgCombined": 17,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Air suspension failure",
    "Electric coolant pump",
    "GDI carbon buildup",
    "xDrive transfer case"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "Electric coolant pump failure",
     "tsb": null,
     "fix": "Coolant pump replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss and overheating warning",
     "cause": "Electric coolant pump failure (B48/B58 electronics)",
     "fix": "Replace electric coolant pump. Updated revision recommended. Do not drive overheated.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle, lean codes P0171/P0174",
     "cause": "PCV valve failure integrated in valve cover",
     "fix": "Replace valve cover assembly with PCV. Inspect intake for oil ingestion.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start misfire and carbon codes",
     "cause": "GDI intake valve carbon buildup",
     "fix": "Walnut blast at 60k miles. Replace coils and plugs preventively at 60k.",
     "affectedYears": null
    },
    {
     "symptom": "VANOS rattle and P0011/P0014",
     "cause": "VANOS solenoid clogged with oil sludge",
     "fix": "Clean or replace VANOS solenoids. Frequent oil changes (7.5k, not 15k) prevent recurrence.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "bmw-i4",
   "make": "BMW",
   "model": "i4",
   "generation": "2022-2024 (G26)",
   "bodyType": "Sedan",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "80-105 kWh EV Powertrain (eDrive)",
   "engineFamily": "BMW eDrive EV (i4, iX, i5)",
   "marketYears": "2022-2024",
   "msrpRange": "$52,000-$70,000",
   "tireSize": "225/50R18",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 94,
    "mpgHighway": 98,
    "mpgCombined": 96,
    "evMpge": 35,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failure",
    "iDrive reboots",
    "DC charging in cold weather",
    "HVAC system issues"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "12V battery failures",
     "tsb": null,
     "fix": "Replace 12V battery",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "bmw-ix",
   "make": "BMW",
   "model": "iX",
   "generation": "2022-2024 (U05)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "80-105 kWh EV Powertrain (eDrive)",
   "engineFamily": "BMW eDrive EV (i4, iX, i5)",
   "marketYears": "2022-2024",
   "msrpRange": "$87,000-$110,000",
   "tireSize": "255/50R21",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 76,
    "mpgHighway": 80,
    "mpgCombined": 77,
    "evMpge": 44,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failure",
    "iDrive reboots",
    "Air suspension issues",
    "Software OTA issues"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "12V battery failures",
     "tsb": null,
     "fix": "Replace 12V battery",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mercedes-c-class",
   "make": "Mercedes-Benz",
   "model": "C-Class",
   "generation": "2022-2024 (W206)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "1.5L / 2.0L Turbo I4 (M254 + 48V)",
   "engineFamily": "Mercedes M254 Mild Hybrid",
   "marketYears": "2022-2024",
   "msrpRange": "$44,000-$55,000",
   "tireSize": "225/50R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 23,
    "mpgHighway": 35,
    "mpgCombined": 27,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "48V mild hybrid ISG failure",
    "GDI carbon buildup",
    "MBUX infotainment lag",
    "Coolant pump failure"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "48V ISG failure",
     "tsb": null,
     "fix": "ISG replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "48V mild hybrid warning and no auto start-stop",
     "cause": "ISG (Integrated Starter Generator) failure on M256/M264/M254",
     "fix": "Replace ISG module. Often covered under emissions warranty.",
     "affectedYears": null
    },
    {
     "symptom": "Coolant loss with no leak",
     "cause": "Electric coolant pump failure",
     "fix": "Replace coolant pump. Check wiring harness for coolant intrusion.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire",
     "cause": "GDI intake valve carbon buildup",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "MBUX Hyperscreen/infotainment reboots",
     "cause": "Software instability",
     "fix": "Software update at dealership. Module replacement if persistent.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mercedes-glc",
   "make": "Mercedes-Benz",
   "model": "GLC",
   "generation": "2020-2024 (X253)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (M264 + 48V)",
   "engineFamily": "Mercedes M264 Mild Hybrid",
   "marketYears": "2020-2024",
   "msrpRange": "$45,000-$55,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 29,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "MBUX infotainment issues",
    "GDI carbon buildup",
    "Coolant pump failure",
    "Air suspension (AMG models)"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "48V ISG failure",
     "tsb": null,
     "fix": "ISG replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "48V mild hybrid warning and no auto start-stop",
     "cause": "ISG (Integrated Starter Generator) failure on M256/M264/M254",
     "fix": "Replace ISG module. Often covered under emissions warranty.",
     "affectedYears": null
    },
    {
     "symptom": "Coolant loss with no leak",
     "cause": "Electric coolant pump failure",
     "fix": "Replace coolant pump. Check wiring harness for coolant intrusion.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire",
     "cause": "GDI intake valve carbon buildup",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "MBUX Hyperscreen/infotainment reboots",
     "cause": "Software instability",
     "fix": "Software update at dealership. Module replacement if persistent.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mercedes-gle",
   "make": "Mercedes-Benz",
   "model": "GLE",
   "generation": "2020-2024 (V167)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.0L Turbo I6 (M256 + 48V)",
   "engineFamily": "Mercedes M256 Mild Hybrid I6",
   "marketYears": "2020-2024",
   "msrpRange": "$57,000-$75,000",
   "tireSize": "255/50R19",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 26,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "48V mild hybrid ISG failure",
    "Airmatic suspension",
    "MBUX infotainment",
    "GDI carbon buildup"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "48V ISG failure",
     "tsb": null,
     "fix": "ISG replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "48V mild hybrid warning and no auto start-stop",
     "cause": "ISG (Integrated Starter Generator) failure on M256/M264/M254",
     "fix": "Replace ISG module. Often covered under emissions warranty.",
     "affectedYears": null
    },
    {
     "symptom": "Coolant loss with no leak",
     "cause": "Electric coolant pump failure",
     "fix": "Replace coolant pump. Check wiring harness for coolant intrusion.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire",
     "cause": "GDI intake valve carbon buildup",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "MBUX Hyperscreen/infotainment reboots",
     "cause": "Software instability",
     "fix": "Software update at dealership. Module replacement if persistent.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mercedes-gla",
   "make": "Mercedes-Benz",
   "model": "GLA",
   "generation": "2021-2024 (H247)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.3L / 2.0L Turbo I4 (M282)",
   "engineFamily": "Mercedes M282 (Renault-Nissan-MB)",
   "marketYears": "2021-2024",
   "msrpRange": "$38,000-$45,000",
   "tireSize": "215/60R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 25,
    "mpgHighway": 34,
    "mpgCombined": 28,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "MBUX infotainment lag",
    "GDI carbon buildup",
    "7-speed DCT rough engagement",
    "Coolant pump"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "MBUX infotainment lag",
     "cause": "Software",
     "fix": "Software update.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "7-speed DCT rough engagement",
     "cause": "DCT clutch calibration",
     "fix": "TCM update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mercedes-eqs",
   "make": "Mercedes-Benz",
   "model": "EQS",
   "generation": "2022-2024 (V295)",
   "bodyType": "Sedan",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "90-108 kWh EV Powertrain (EVA)",
   "engineFamily": "Mercedes EVA (EQS, EQE)",
   "marketYears": "2022-2024",
   "msrpRange": "$103,000-$125,000",
   "tireSize": "265/40R20",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 97,
    "mpgHighway": 97,
    "mpgCombined": 97,
    "evMpge": 35,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failure",
    "MBUX Hyperscreen reboots",
    "Software OTA issues",
    "Air suspension maintenance"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "MBUX Hyperscreen reboots",
     "tsb": null,
     "fix": "Software update",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "audi-a4",
   "make": "Audi",
   "model": "A4",
   "generation": "2017-2024 (B9 8W)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (EA888 Gen 3)",
   "engineFamily": "VW EA888 Gen 3",
   "marketYears": "2017-2024",
   "msrpRange": "$41,000-$50,000",
   "tireSize": "245/40R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 25,
    "mpgHighway": 34,
    "mpgCombined": 28,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Water pump failure",
    "GDI carbon buildup",
    "Timing chain tensioner",
    "Oil consumption"
   ],
   "yearIssues": [
    {
     "years": "2017-2019",
     "issue": "EA888 timing chain tensioner wear",
     "tsb": null,
     "fix": "Timing chain replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible leak",
     "cause": "EA888 electric water pump failure (bearing/seal)",
     "fix": "Replace water pump with updated revision. Check for coolant in wiring harness connector.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start rattle 1-3 seconds from timing cover",
     "cause": "EA888 timing chain tensioner wear",
     "fix": "Timing chain, tensioner, and guides replacement. Updated tensioner revision available.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire codes",
     "cause": "Intake valve carbon buildup (direct injection)",
     "fix": "Walnut blast at 60k miles. Top-tier fuel with PEA additive slows recurrence.",
     "affectedYears": null
    },
    {
     "symptom": "PCV system causing lean codes and rough idle",
     "cause": "PCV valve integrated in valve cover failing",
     "fix": "Replace valve cover assembly (PCV not serviced separately).",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "audi-q5",
   "make": "Audi",
   "model": "Q5",
   "generation": "2018-2024 (FY)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (EA888 Gen 3)",
   "engineFamily": "VW EA888 Gen 3",
   "marketYears": "2018-2024",
   "msrpRange": "$44,000-$55,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 23,
    "mpgHighway": 28,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Water pump failure",
    "GDI carbon buildup",
    "Timing chain tensioner",
    "Oil consumption"
   ],
   "yearIssues": [
    {
     "years": "2017-2019",
     "issue": "EA888 timing chain tensioner wear",
     "tsb": null,
     "fix": "Timing chain replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible leak",
     "cause": "EA888 electric water pump failure (bearing/seal)",
     "fix": "Replace water pump with updated revision. Check for coolant in wiring harness connector.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start rattle 1-3 seconds from timing cover",
     "cause": "EA888 timing chain tensioner wear",
     "fix": "Timing chain, tensioner, and guides replacement. Updated tensioner revision available.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire codes",
     "cause": "Intake valve carbon buildup (direct injection)",
     "fix": "Walnut blast at 60k miles. Top-tier fuel with PEA additive slows recurrence.",
     "affectedYears": null
    },
    {
     "symptom": "PCV system causing lean codes and rough idle",
     "cause": "PCV valve integrated in valve cover failing",
     "fix": "Replace valve cover assembly (PCV not serviced separately).",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "audi-q7",
   "make": "Audi",
   "model": "Q7",
   "generation": "2017-2024 (4M)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.0L Turbo V6 (EA839)",
   "engineFamily": "VW EA839 V6",
   "marketYears": "2017-2024",
   "msrpRange": "$57,000-$75,000",
   "tireSize": "285/45R20",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 23,
    "mpgCombined": 21,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Water pump failure",
    "GDI carbon buildup",
    "Air suspension failure",
    "Oil consumption"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Water pump failure",
     "cause": "EA839 water pump",
     "fix": "Replace water pump.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Air suspension failure",
     "cause": "Air strut leak",
     "fix": "Replace air strut.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "audi-q3",
   "make": "Audi",
   "model": "Q3",
   "generation": "2019-2024 (F3)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (EA888 Gen 3)",
   "engineFamily": "VW EA888 Gen 3",
   "marketYears": "2019-2024",
   "msrpRange": "$37,000-$43,000",
   "tireSize": "235/55R19",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 29,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "Water pump failure",
    "GDI carbon buildup",
    "Oil consumption",
    "Infotainment lag"
   ],
   "yearIssues": [
    {
     "years": "2017-2019",
     "issue": "EA888 timing chain tensioner wear",
     "tsb": null,
     "fix": "Timing chain replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible leak",
     "cause": "EA888 electric water pump failure (bearing/seal)",
     "fix": "Replace water pump with updated revision. Check for coolant in wiring harness connector.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start rattle 1-3 seconds from timing cover",
     "cause": "EA888 timing chain tensioner wear",
     "fix": "Timing chain, tensioner, and guides replacement. Updated tensioner revision available.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire codes",
     "cause": "Intake valve carbon buildup (direct injection)",
     "fix": "Walnut blast at 60k miles. Top-tier fuel with PEA additive slows recurrence.",
     "affectedYears": null
    },
    {
     "symptom": "PCV system causing lean codes and rough idle",
     "cause": "PCV valve integrated in valve cover failing",
     "fix": "Replace valve cover assembly (PCV not serviced separately).",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "audi-e-tron",
   "make": "Audi",
   "model": "Q8 e-tron",
   "generation": "2023-2024 (GM)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "95 kWh EV Powertrain (MEB Premium)",
   "engineFamily": "VW MEB Premium (Q8 e-tron)",
   "marketYears": "2023-2024",
   "msrpRange": "$74,000-$86,000",
   "tireSize": "265/45R21",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 80,
    "mpgHighway": 83,
    "mpgCombined": 81,
    "evMpge": 41,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failure",
    "Software issues",
    "DC charging speed in cold",
    "Air suspension maintenance"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volvo-xc60",
   "make": "Volvo",
   "model": "XC60",
   "generation": "2018-2024 (2nd Gen)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (B4204T) + Hybrid",
   "engineFamily": "Volvo VEA B4204",
   "marketYears": "2018-2024",
   "msrpRange": "$43,000-$58,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 23,
    "mpgHighway": 30,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Oil consumption",
    "Coolant leak (thermostat housing)",
    "Sensus infotainment lag",
    "Air suspension (optional)"
   ],
   "yearIssues": [
    {
     "years": "2016-2020",
     "issue": "Oil consumption above spec",
     "tsb": null,
     "fix": "Oil consumption test; ring replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Oil consumption — 2.0L turbo",
     "cause": "Piston ring and PCV system",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Coolant leak — thermostat housing",
     "cause": "Plastic thermostat housing",
     "fix": "Replace thermostat housing.",
     "affectedYears": null
    },
    {
     "symptom": "Sensus infotainment lag",
     "cause": "Software/hardware limitation",
     "fix": "Software update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volvo-xc90",
   "make": "Volvo",
   "model": "XC90",
   "generation": "2016-2024 (2nd Gen)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (B4204T) + Hybrid",
   "engineFamily": "Volvo VEA B4204",
   "marketYears": "2016-2024",
   "msrpRange": "$50,000-$70,000",
   "tireSize": "275/45R20",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 30,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Oil consumption",
    "Coolant leak",
    "Air suspension failure",
    "Sensus infotainment lag"
   ],
   "yearIssues": [
    {
     "years": "2016-2020",
     "issue": "Oil consumption above spec",
     "tsb": null,
     "fix": "Oil consumption test; ring replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Oil consumption — 2.0L turbo",
     "cause": "Piston ring and PCV system",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Coolant leak — thermostat housing",
     "cause": "Plastic thermostat housing",
     "fix": "Replace thermostat housing.",
     "affectedYears": null
    },
    {
     "symptom": "Sensus infotainment lag",
     "cause": "Software/hardware limitation",
     "fix": "Software update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volvo-xc40",
   "make": "Volvo",
   "model": "XC40",
   "generation": "2019-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.5L Turbo I3 (B3154T)",
   "engineFamily": "Volvo VEA I3",
   "marketYears": "2019-2024",
   "msrpRange": "$37,000-$45,000",
   "tireSize": "235/55R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 23,
    "mpgHighway": 32,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Oil consumption",
    "Infotainment lag",
    "Turbo wastegate rattle",
    "Rear suspension noise"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Oil consumption",
     "cause": "3-cylinder turbo piston rings",
     "fix": "Oil consumption test.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment lag",
     "cause": "Software",
     "fix": "Software update.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle",
     "cause": "Wastegate actuator",
     "fix": "Turbo inspection.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volvo-c40",
   "make": "Volvo",
   "model": "C40 Recharge",
   "generation": "2022-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "78-82 kWh EV Powertrain",
   "engineFamily": "Volvo/Polestar EV (C40, XC40, Polestar 2/3)",
   "marketYears": "2022-2024",
   "msrpRange": "$56,000-$60,000",
   "tireSize": "235/50R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 118,
    "mpgHighway": 96,
    "mpgCombined": 107,
    "evMpge": 31,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failure",
    "Infotainment reboots",
    "DC charging in cold",
    "Software OTA issues"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "Infotainment (Android Automotive) reboots",
     "tsb": null,
     "fix": "Software update",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "lincoln-nautilus",
   "make": "Lincoln",
   "model": "Nautilus",
   "generation": "2020-2024 (2nd Gen U625 facelift)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (EcoBoost)",
   "engineFamily": "Ford EcoBoost I4",
   "marketYears": "2020-2024",
   "msrpRange": "$44,000-$57,000",
   "tireSize": "245/60R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 26,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "8-speed transmission harsh shifts",
    "Sync infotainment reboot",
    "2.0L EcoBoost issues",
    "AC condenser failure"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "2.0L EcoBoost coolant intrusion",
     "tsb": null,
     "fix": "Engine short block replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible leak",
     "cause": "2.0L cylinder head casting defect allowing coolant intrusion",
     "fix": "Engine short block replacement under TSB.",
     "affectedYears": null
    },
    {
     "symptom": "8-speed transmission harsh shifts",
     "cause": "8F35 valve body wear",
     "fix": "TCM update; valve body replacement if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "lincoln-aviator",
   "make": "Lincoln",
   "model": "Aviator",
   "generation": "2020-2024 (1st Gen U686)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.5L Twin-Turbo V6 (EcoBoost)",
   "engineFamily": "Ford EcoBoost V6",
   "marketYears": "2020-2024",
   "msrpRange": "$53,000-$70,000",
   "tireSize": "255/55R20",
   "tirePressurePsi": 35,
   "batteryGroup": "65",
   "batteryCca": 750,
   "epa": {
    "mpgCity": 18,
    "mpgHighway": 26,
    "mpgCombined": 21,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "10-speed transmission shudder",
    "Air suspension failure",
    "3.0L VCT phaser",
    "Sync infotainment issues"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "VCT phaser rattle at cold start",
     "tsb": null,
     "fix": "VCT phaser replacement per TSB",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible external leak",
     "cause": "Cylinder head casting defect allowing coolant intrusion into cylinders (1.5L/2.0L/2.7L)",
     "fix": "Engine short block replacement under TSB. Check coolant reservoir for fuel smell.",
     "affectedYears": null
    },
    {
     "symptom": "VCT phaser rattle at cold start 1-2 seconds",
     "cause": "VCT phaser lock pin wear",
     "fix": "VCT phaser replacement (both banks) and updated oil control valves.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle at deceleration",
     "cause": "Wastegate actuator rod bushing wear",
     "fix": "Turbocharger replacement. Early TSB allows actuator-only replacement on some VINs.",
     "affectedYears": null
    },
    {
     "symptom": "10-speed transmission shudder 30-50 mph",
     "cause": "10R80 fluid breakdown from thermal stress",
     "fix": "Fluid flush with Mercon ULV. Repeat at 30k intervals in hot climates.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "lincoln-navigator",
   "make": "Lincoln",
   "model": "Navigator",
   "generation": "2018-2024 (4th Gen U553)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "3.5L Twin-Turbo V6 (EcoBoost)",
   "engineFamily": "Ford EcoBoost V6",
   "marketYears": "2018-2024",
   "msrpRange": "$77,000-$100,000",
   "tireSize": "275/50R22",
   "tirePressurePsi": 35,
   "batteryGroup": "65",
   "batteryCca": 750,
   "epa": {
    "mpgCity": 16,
    "mpgHighway": 22,
    "mpgCombined": 18,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "10-speed transmission shudder",
    "Air suspension failure",
    "3.5L VCT phaser",
    "Power running board failure"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "VCT phaser rattle at cold start",
     "tsb": null,
     "fix": "VCT phaser replacement per TSB",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible external leak",
     "cause": "Cylinder head casting defect allowing coolant intrusion into cylinders (1.5L/2.0L/2.7L)",
     "fix": "Engine short block replacement under TSB. Check coolant reservoir for fuel smell.",
     "affectedYears": null
    },
    {
     "symptom": "VCT phaser rattle at cold start 1-2 seconds",
     "cause": "VCT phaser lock pin wear",
     "fix": "VCT phaser replacement (both banks) and updated oil control valves.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle at deceleration",
     "cause": "Wastegate actuator rod bushing wear",
     "fix": "Turbocharger replacement. Early TSB allows actuator-only replacement on some VINs.",
     "affectedYears": null
    },
    {
     "symptom": "10-speed transmission shudder 30-50 mph",
     "cause": "10R80 fluid breakdown from thermal stress",
     "fix": "Fluid flush with Mercon ULV. Repeat at 30k intervals in hot climates.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mitsubishi-outlander",
   "make": "Mitsubishi",
   "model": "Outlander",
   "generation": "2022-2024 (4th Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L I4 (MR20DD)",
   "engineFamily": "Nissan MR Direct Injection",
   "marketYears": "2022-2024",
   "msrpRange": "$27,000-$38,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 24,
    "mpgHighway": 31,
    "mpgCombined": 27,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Infotainment lag",
    "Road noise",
    "AC performance"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "CVT reliability concerns",
     "tsb": null,
     "fix": "CVT fluid at 30k; unit replacement if needed",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "CVT shudder under light acceleration 25-40 mph",
     "cause": "CVT belt and pulley surface wear, degraded fluid",
     "fix": "CVT fluid exchange at 30k miles; valve body replacement if persistent. Avoid full unit replacement by catching early.",
     "affectedYears": null
    },
    {
     "symptom": "Belt slip under hard acceleration (high RPM, low speed)",
     "cause": "CVT belt wear beyond tolerance",
     "fix": "CVT unit replacement if fluid exchange does not resolve. Use only OEM NS-2/NS-3 spec fluid.",
     "affectedYears": null
    },
    {
     "symptom": "Hesitation on tip-in from stop",
     "cause": "CVT valve body calibration drift",
     "fix": "TCM software update from dealership; valve body replacement if hardware wear confirmed.",
     "affectedYears": null
    },
    {
     "symptom": "Whine noise increasing with vehicle speed",
     "cause": "CVT bearing wear in pulley shaft",
     "fix": "CVT unit replacement — bearing replacement is not serviceable separately.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mitsubishi-eclipse-cross",
   "make": "Mitsubishi",
   "model": "Eclipse Cross",
   "generation": "2018-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.6L I4 (HR16DE)",
   "engineFamily": "Nissan HR",
   "marketYears": "2018-2024",
   "msrpRange": "$25,000-$32,000",
   "tireSize": "215/70R16",
   "tirePressurePsi": 33,
   "batteryGroup": "H5",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 25,
    "mpgHighway": 28,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Infotainment lag",
    "Road noise",
    "AC performance"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT shudder under light acceleration 25-40 mph",
     "cause": "CVT belt and pulley surface wear, degraded fluid",
     "fix": "CVT fluid exchange at 30k miles; valve body replacement if persistent. Avoid full unit replacement by catching early.",
     "affectedYears": null
    },
    {
     "symptom": "Belt slip under hard acceleration (high RPM, low speed)",
     "cause": "CVT belt wear beyond tolerance",
     "fix": "CVT unit replacement if fluid exchange does not resolve. Use only OEM NS-2/NS-3 spec fluid.",
     "affectedYears": null
    },
    {
     "symptom": "Hesitation on tip-in from stop",
     "cause": "CVT valve body calibration drift",
     "fix": "TCM software update from dealership; valve body replacement if hardware wear confirmed.",
     "affectedYears": null
    },
    {
     "symptom": "Whine noise increasing with vehicle speed",
     "cause": "CVT bearing wear in pulley shaft",
     "fix": "CVT unit replacement — bearing replacement is not serviceable separately.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mitsubishi-mirage",
   "make": "Mitsubishi",
   "model": "Mirage",
   "generation": "2017-2024 (6th Gen)",
   "bodyType": "Hatchback",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.6L I4 (HR16DE)",
   "engineFamily": "Nissan HR",
   "marketYears": "2017-2024",
   "msrpRange": "$16,000-$19,000",
   "tireSize": "175/55R15",
   "tirePressurePsi": 33,
   "batteryGroup": "H5",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 33,
    "mpgHighway": 41,
    "mpgCombined": 36,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Slow acceleration",
    "Road noise",
    "Limited safety features"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT shudder under light acceleration 25-40 mph",
     "cause": "CVT belt and pulley surface wear, degraded fluid",
     "fix": "CVT fluid exchange at 30k miles; valve body replacement if persistent. Avoid full unit replacement by catching early.",
     "affectedYears": null
    },
    {
     "symptom": "Belt slip under hard acceleration (high RPM, low speed)",
     "cause": "CVT belt wear beyond tolerance",
     "fix": "CVT unit replacement if fluid exchange does not resolve. Use only OEM NS-2/NS-3 spec fluid.",
     "affectedYears": null
    },
    {
     "symptom": "Hesitation on tip-in from stop",
     "cause": "CVT valve body calibration drift",
     "fix": "TCM software update from dealership; valve body replacement if hardware wear confirmed.",
     "affectedYears": null
    },
    {
     "symptom": "Whine noise increasing with vehicle speed",
     "cause": "CVT bearing wear in pulley shaft",
     "fix": "CVT unit replacement — bearing replacement is not serviceable separately.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mitsubishi-outlander-phev",
   "make": "Mitsubishi",
   "model": "Outlander PHEV",
   "generation": "2023-2024 (4th Gen)",
   "bodyType": "SUV",
   "fuelType": "plugin-hybrid",
   "drivetrain": "AWD",
   "engine": "2.0L I4 (MR20DD)",
   "engineFamily": "Nissan MR Direct Injection",
   "marketYears": "2023-2024",
   "msrpRange": "$40,000-$45,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 26,
    "mpgHighway": 26,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "PHEV battery degradation",
    "CVT reliability",
    "Infotainment lag",
    "12V battery drain"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "CVT reliability concerns",
     "tsb": null,
     "fix": "CVT fluid at 30k; unit replacement if needed",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "CVT shudder under light acceleration 25-40 mph",
     "cause": "CVT belt and pulley surface wear, degraded fluid",
     "fix": "CVT fluid exchange at 30k miles; valve body replacement if persistent. Avoid full unit replacement by catching early.",
     "affectedYears": null
    },
    {
     "symptom": "Belt slip under hard acceleration (high RPM, low speed)",
     "cause": "CVT belt wear beyond tolerance",
     "fix": "CVT unit replacement if fluid exchange does not resolve. Use only OEM NS-2/NS-3 spec fluid.",
     "affectedYears": null
    },
    {
     "symptom": "Hesitation on tip-in from stop",
     "cause": "CVT valve body calibration drift",
     "fix": "TCM software update from dealership; valve body replacement if hardware wear confirmed.",
     "affectedYears": null
    },
    {
     "symptom": "Whine noise increasing with vehicle speed",
     "cause": "CVT bearing wear in pulley shaft",
     "fix": "CVT unit replacement — bearing replacement is not serviceable separately.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "infiniti-q50",
   "make": "Infiniti",
   "model": "Q50",
   "generation": "2018-2024 (V37)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "3.0L Twin-Turbo V6 (VR30DDTT)",
   "engineFamily": "Nissan VR Turbo V6",
   "marketYears": "2018-2024",
   "msrpRange": "$43,000-$58,000",
   "tireSize": "245/40R19",
   "tirePressurePsi": 35,
   "batteryGroup": "35",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 29,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Turbo wastegate rattle",
    "Transmission rough shifts",
    "Infotainment lag",
    "Oil cooler leak"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "Turbo wastegate rattle",
     "tsb": null,
     "fix": "Turbo inspection per TSB",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Turbo wastegate rattle at deceleration",
     "cause": "Wastegate actuator rod wear",
     "fix": "Turbocharger inspection/replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Transmission rough shifts",
     "cause": "7-speed Jatco calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "Oil cooler leak",
     "cause": "Oil cooler gasket failure",
     "fix": "Oil cooler gasket replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "infiniti-qx60",
   "make": "Infiniti",
   "model": "QX60",
   "generation": "2022-2024 (2nd Gen R50L)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.5L V6 (VQ35DD)",
   "engineFamily": "Nissan VQ Direct Injection V6",
   "marketYears": "2022-2024",
   "msrpRange": "$49,000-$65,000",
   "tireSize": "255/55R20",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 26,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission hesitation",
    "Infotainment lag",
    "AC compressor noise",
    "Rear suspension noise"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "VQ35 timing chain rattle at cold start",
     "cause": "Timing chain tensioner wear",
     "fix": "Timing chain and tensioner replacement.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission hesitation",
     "cause": "ZF 9HP48 calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "CVT judder and slip",
     "cause": "CVT belt and valve body wear",
     "fix": "CVT fluid at 30k; unit replacement if persistent.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "infiniti-qx80",
   "make": "Infiniti",
   "model": "QX80",
   "generation": "2018-2024 (2nd Gen Z62)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "5.6L V8 (VK56VD)",
   "engineFamily": "Nissan VK V8",
   "marketYears": "2018-2024",
   "msrpRange": "$72,000-$85,000",
   "tireSize": "275/50R22",
   "tirePressurePsi": 35,
   "batteryGroup": "27F",
   "batteryCca": 710,
   "epa": {
    "mpgCity": 14,
    "mpgHighway": 20,
    "mpgCombined": 16,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "5.6L exhaust manifold bolt breakage",
    "Fuel economy",
    "Infotainment outdated",
    "Suspension air bags (optional)"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "Exhaust manifold bolt breakage",
     "tsb": null,
     "fix": "Bolt replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Exhaust manifold leak tick",
     "cause": "Manifold bolt breakage",
     "fix": "Replace exhaust manifold bolts.",
     "affectedYears": null
    },
    {
     "symptom": "Transmission hard shifts",
     "cause": "7-speed calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "Fuel economy below competitors",
     "cause": "5.6L V8 consumption",
     "fix": "Maintain tire pressure; use eco mode.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "infiniti-qx50",
   "make": "Infiniti",
   "model": "QX50",
   "generation": "2019-2024 (1st Gen J55)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L VC-Turbo I4 (KR20DDET)",
   "engineFamily": "Nissan Variable Compression Turbo",
   "marketYears": "2019-2024",
   "msrpRange": "$40,000-$52,000",
   "tireSize": "255/55R19",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 23,
    "mpgHighway": 29,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "VC-Turbo oil consumption",
    "CVT reliability",
    "Infotainment lag",
    "AC performance"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "VC-Turbo engine oil consumption",
     "cause": "Variable compression mechanism wear",
     "fix": "Oil consumption test.",
     "affectedYears": null
    },
    {
     "symptom": "CVT hesitation",
     "cause": "CVT calibration",
     "fix": "TCM update; CVT fluid change.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle",
     "cause": "Wastegate actuator",
     "fix": "Turbo inspection.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "infiniti-qx55",
   "make": "Infiniti",
   "model": "QX55",
   "generation": "2022-2024 (1st Gen J55C)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L VC-Turbo I4 (KR20DDET)",
   "engineFamily": "Nissan Variable Compression Turbo",
   "marketYears": "2022-2024",
   "msrpRange": "$47,000-$57,000",
   "tireSize": "255/55R19",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 28,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "VC-Turbo oil consumption",
    "CVT reliability",
    "Infotainment lag",
    "Brake pad wear"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "VC-Turbo engine oil consumption",
     "cause": "Variable compression mechanism wear",
     "fix": "Oil consumption test.",
     "affectedYears": null
    },
    {
     "symptom": "CVT hesitation",
     "cause": "CVT calibration",
     "fix": "TCM update; CVT fluid change.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle",
     "cause": "Wastegate actuator",
     "fix": "Turbo inspection.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "genesis-g80",
   "make": "Genesis",
   "model": "G80",
   "generation": "2021-2024 (RG3)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.5L V6 (Lambda II GDI)",
   "engineFamily": "Hyundai Lambda V6",
   "marketYears": "2021-2024",
   "msrpRange": "$49,000-$65,000",
   "tireSize": "245/45R19",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 30,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "OCV ticking",
    "Infotainment lag",
    "AC compressor noise",
    "Fuel economy"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "OCV ticking",
     "cause": "Oil control valve sticking",
     "fix": "Replace OCV.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment system lag",
     "cause": "Software instability",
     "fix": "Software update.",
     "affectedYears": null
    },
    {
     "symptom": "AC compressor noise",
     "cause": "Compressor clutch",
     "fix": "Replace compressor.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "genesis-gv80",
   "make": "Genesis",
   "model": "GV80",
   "generation": "2020-2024 (JX1)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.5L V6 (Lambda II GDI)",
   "engineFamily": "Hyundai Lambda V6",
   "marketYears": "2020-2024",
   "msrpRange": "$54,000-$72,000",
   "tireSize": "265/45R21",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 25,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "OCV ticking",
    "Air suspension failure",
    "Infotainment reboots",
    "AC compressor"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "OCV ticking",
     "cause": "Oil control valve sticking",
     "fix": "Replace OCV.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment system lag",
     "cause": "Software instability",
     "fix": "Software update.",
     "affectedYears": null
    },
    {
     "symptom": "AC compressor noise",
     "cause": "Compressor clutch",
     "fix": "Replace compressor.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "genesis-g70",
   "make": "Genesis",
   "model": "G70",
   "generation": "2019-2024 (IK)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "2.0L / 2.5L Turbo GDI (Lambda II Turbo)",
   "engineFamily": "Hyundai Lambda Turbo",
   "marketYears": "2019-2024",
   "msrpRange": "$39,000-$53,000",
   "tireSize": "225/45R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 27,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Turbo wastegate rattle",
    "GDI carbon buildup",
    "Infotainment lag",
    "Brake pad wear"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Turbo wastegate rattle",
     "cause": "Wastegate actuator",
     "fix": "Turbo inspection.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Brake pad wear",
     "cause": "Performance pad compound",
     "fix": "Replace with aftermarket pads.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "genesis-gv70",
   "make": "Genesis",
   "model": "GV70",
   "generation": "2022-2024 (JK1)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L / 2.5L Turbo GDI (Lambda II Turbo)",
   "engineFamily": "Hyundai Lambda Turbo",
   "marketYears": "2022-2024",
   "msrpRange": "$43,000-$57,000",
   "tireSize": "255/45R20",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 25,
    "mpgCombined": 21,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Turbo wastegate rattle",
    "GDI carbon buildup",
    "Infotainment lag",
    "Ride quality on 20\" wheels"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Turbo wastegate rattle",
     "cause": "Wastegate actuator",
     "fix": "Turbo inspection.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Brake pad wear",
     "cause": "Performance pad compound",
     "fix": "Replace with aftermarket pads.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "porsche-macan",
   "make": "Porsche",
   "model": "Macan",
   "generation": "2020-2024 (1st Gen 95B facelift)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.0L Turbo V6 (EA839)",
   "engineFamily": "VW EA839 V6",
   "marketYears": "2020-2024",
   "msrpRange": "$62,000-$85,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 23,
    "mpgCombined": 21,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "GDI carbon buildup",
    "PDK rough engagement",
    "Coolant leaks",
    "Brake pad wear (performance)"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Water pump failure",
     "cause": "EA839 water pump",
     "fix": "Replace water pump.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Air suspension failure",
     "cause": "Air strut leak",
     "fix": "Replace air strut.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "porsche-cayenne",
   "make": "Porsche",
   "model": "Cayenne",
   "generation": "2019-2024 (3rd Gen 9YA)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.0L Turbo V6 (EA839)",
   "engineFamily": "VW EA839 V6",
   "marketYears": "2019-2024",
   "msrpRange": "$72,000-$100,000",
   "tireSize": "255/55R19",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 23,
    "mpgCombined": 20,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "GDI carbon buildup",
    "Air suspension failure",
    "PDK issues",
    "Coolant leaks"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Water pump failure",
     "cause": "EA839 water pump",
     "fix": "Replace water pump.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Air suspension failure",
     "cause": "Air strut leak",
     "fix": "Replace air strut.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "porsche-taycan",
   "make": "Porsche",
   "model": "Taycan",
   "generation": "2020-2024 (J1)",
   "bodyType": "Sedan",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "100 kWh EV Powertrain (PPE)",
   "engineFamily": "VW PPE (Macan EV, Q6 e-tron, ID.7, Taycan, e-tron GT)",
   "marketYears": "2020-2024",
   "msrpRange": "$92,000-$190,000",
   "tireSize": "225/55R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 83,
    "mpgHighway": 82,
    "mpgCombined": 83,
    "evMpge": 41,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failure",
    "PCM reboots",
    "Heater core failure",
    "Air suspension maintenance"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mini-cooper",
   "make": "MINI",
   "model": "Cooper",
   "generation": "2020-2024 (F56 LCI)",
   "bodyType": "Hatchback",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.5L Turbo I3 (B38)",
   "engineFamily": "BMW B38 Modular",
   "marketYears": "2020-2024",
   "msrpRange": "$25,000-$35,000",
   "tireSize": "195/55R16",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 27,
    "mpgHighway": 39,
    "mpgCombined": 32,
    "evMpge": null,
    "sourceYear": 2026,
    "estimated": false
   },
   "commonProblems": [
    "Electric coolant pump",
    "GDI carbon buildup",
    "Timing chain",
    "Oil consumption"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Electric coolant pump failure",
     "cause": "B38 coolant pump",
     "fix": "Replace coolant pump.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Timing chain rattle",
     "cause": "Timing chain tensioner",
     "fix": "Timing chain replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mini-countryman",
   "make": "MINI",
   "model": "Countryman",
   "generation": "2021-2024 (F60 LCI)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (B46)",
   "engineFamily": "BMW B46 Modular",
   "marketYears": "2021-2024",
   "msrpRange": "$30,000-$42,000",
   "tireSize": "225/55R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 24,
    "mpgHighway": 32,
    "mpgCombined": 27,
    "evMpge": null,
    "sourceYear": 2025,
    "estimated": false
   },
   "commonProblems": [
    "Electric coolant pump",
    "GDI carbon buildup",
    "Oil consumption",
    "xDrive transfer case"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Coolant loss and overheating warning",
     "cause": "Electric coolant pump failure (B48/B58 electronics)",
     "fix": "Replace electric coolant pump. Updated revision recommended. Do not drive overheated.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle, lean codes P0171/P0174",
     "cause": "PCV valve failure integrated in valve cover",
     "fix": "Replace valve cover assembly with PCV. Inspect intake for oil ingestion.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start misfire and carbon codes",
     "cause": "GDI intake valve carbon buildup",
     "fix": "Walnut blast at 60k miles. Replace coils and plugs preventively at 60k.",
     "affectedYears": null
    },
    {
     "symptom": "VANOS rattle and P0011/P0014",
     "cause": "VANOS solenoid clogged with oil sludge",
     "fix": "Clean or replace VANOS solenoids. Frequent oil changes (7.5k, not 15k) prevent recurrence.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "rivian-r1t",
   "make": "Rivian",
   "model": "R1T",
   "generation": "2022-2024 (1st Gen)",
   "bodyType": "Truck",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "105-135 kWh Quad Motor EV",
   "engineFamily": "Rivian Quad Motor EV",
   "marketYears": "2022-2024",
   "msrpRange": "$71,000-$85,000",
   "tireSize": "275/65R20",
   "tirePressurePsi": 42,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 74,
    "mpgHighway": 66,
    "mpgCombined": 70,
    "evMpge": 48,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failure",
    "Software instability",
    "Front suspension bushing",
    "DC charging in cold"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Software instability on early production",
     "tsb": null,
     "fix": "OTA updates",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "Software system instability",
     "cause": "Early production software bugs",
     "fix": "OTA update.",
     "affectedYears": null
    },
    {
     "symptom": "Front suspension bushing wear",
     "cause": "Control arm bushing",
     "fix": "Replace bushings.",
     "affectedYears": null
    },
    {
     "symptom": "DC charging in cold weather",
     "cause": "Battery thermal management",
     "fix": "Pre-condition battery.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "rivian-r1s",
   "make": "Rivian",
   "model": "R1S",
   "generation": "2023-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "105-135 kWh Quad Motor EV",
   "engineFamily": "Rivian Quad Motor EV",
   "marketYears": "2023-2024",
   "msrpRange": "$78,000-$92,000",
   "tireSize": "275/65R20",
   "tirePressurePsi": 42,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 73,
    "mpgHighway": 65,
    "mpgCombined": 69,
    "evMpge": 49,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failure",
    "Software instability",
    "Tire wear",
    "DC charging in cold"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Software instability on early production",
     "tsb": null,
     "fix": "OTA updates",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "Software system instability",
     "cause": "Early production software bugs",
     "fix": "OTA update.",
     "affectedYears": null
    },
    {
     "symptom": "Front suspension bushing wear",
     "cause": "Control arm bushing",
     "fix": "Replace bushings.",
     "affectedYears": null
    },
    {
     "symptom": "DC charging in cold weather",
     "cause": "Battery thermal management",
     "fix": "Pre-condition battery.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "lucid-air",
   "make": "Lucid",
   "model": "Air",
   "generation": "2022-2024 (1st Gen)",
   "bodyType": "Sedan",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "88-118 kWh 900V EV Powertrain",
   "engineFamily": "Lucid 900V EV",
   "marketYears": "2022-2024",
   "msrpRange": "$87,000-$170,000",
   "tireSize": "245/45R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 108,
    "mpgHighway": 101,
    "mpgCombined": 105,
    "evMpge": 32,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failure",
    "Software instability",
    "Glass roof cracking",
    "DC charging speed variation"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Glass roof cracking",
     "tsb": null,
     "fix": "Roof replacement under warranty",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "Software system instability",
     "cause": "Early production bugs",
     "fix": "OTA update.",
     "affectedYears": null
    },
    {
     "symptom": "Glass roof cracking",
     "cause": "Stress fracture",
     "fix": "Roof replacement under warranty.",
     "affectedYears": null
    },
    {
     "symptom": "DC charging speed variation",
     "cause": "Thermal management",
     "fix": "Pre-condition; avoid extreme heat.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "tesla-model-s",
   "make": "Tesla",
   "model": "Model S",
   "generation": "2021-2024 (Plaid facelift)",
   "bodyType": "Sedan",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "100 kWh EV Powertrain (Model S/X/Cybertruck)",
   "engineFamily": "Tesla Large EV",
   "marketYears": "2021-2024",
   "msrpRange": "$75,000-$90,000",
   "tireSize": "245/35R21",
   "tirePressurePsi": 42,
   "batteryGroup": "Tesla proprietary",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 124,
    "mpgHighway": 115,
    "mpgCombined": 120,
    "evMpge": 28,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failure",
    "HVAC octovalve",
    "Software instability",
    "Tire wear (performance models)"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "HVAC octovalve failure",
     "tsb": null,
     "fix": "Octovalve replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery (now Li-ion 16V on newer).",
     "affectedYears": null
    },
    {
     "symptom": "HVAC system failure — Octovalve",
     "cause": "Octovalve heat pump failure",
     "fix": "Octovalve replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Falcon wing door failure (Model X)",
     "cause": "Door actuator and sensor issues",
     "fix": "Replace door actuator/sensor.",
     "affectedYears": null
    },
    {
     "symptom": "Software instability",
     "cause": "OTA update bugs",
     "fix": "Wait for patch; report to Tesla service.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "tesla-model-x",
   "make": "Tesla",
   "model": "Model X",
   "generation": "2021-2024 (Plaid facelift)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "100 kWh EV Powertrain (Model S/X/Cybertruck)",
   "engineFamily": "Tesla Large EV",
   "marketYears": "2021-2024",
   "msrpRange": "$81,000-$100,000",
   "tireSize": "265/35R22",
   "tirePressurePsi": 42,
   "batteryGroup": "Tesla proprietary",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 107,
    "mpgHighway": 97,
    "mpgCombined": 102,
    "evMpge": 33,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Falcon wing door failure",
    "12V battery failure",
    "HVAC octovalve",
    "Software instability"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "HVAC octovalve failure",
     "tsb": null,
     "fix": "Octovalve replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery (now Li-ion 16V on newer).",
     "affectedYears": null
    },
    {
     "symptom": "HVAC system failure — Octovalve",
     "cause": "Octovalve heat pump failure",
     "fix": "Octovalve replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Falcon wing door failure (Model X)",
     "cause": "Door actuator and sensor issues",
     "fix": "Replace door actuator/sensor.",
     "affectedYears": null
    },
    {
     "symptom": "Software instability",
     "cause": "OTA update bugs",
     "fix": "Wait for patch; report to Tesla service.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-corolla-hatchback",
   "make": "Toyota",
   "model": "Corolla Hatchback",
   "generation": "2019-2024 (E210)",
   "bodyType": "Hatchback",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.0L I4 (M20A-FKS)",
   "engineFamily": "Toyota Dynamic Force I4",
   "marketYears": "2019-2024",
   "msrpRange": "$22,000-$28,000",
   "tireSize": "205/55R16",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 28,
    "mpgHighway": 37,
    "mpgCombined": 31,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Road noise",
    "Infotainment lag",
    "Brake pad wear"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT whine under acceleration",
     "cause": "CVT belt wear",
     "fix": "CVT fluid at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup causing rough idle",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Water pump weepage",
     "cause": "Water pump bearing seal wear",
     "fix": "Water pump replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-camry-hybrid",
   "make": "Toyota",
   "model": "Camry Hybrid",
   "generation": "2018-2024 (XV70)",
   "bodyType": "Sedan",
   "fuelType": "hybrid",
   "drivetrain": "FWD",
   "engine": "2.5L I4 Hybrid (A25A-FXS)",
   "engineFamily": "Toyota THS II Hybrid",
   "marketYears": "2018-2024",
   "msrpRange": "$29,000-$36,000",
   "tireSize": "205/65R16",
   "tirePressurePsi": 32,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 51,
    "mpgHighway": 53,
    "mpgCombined": 52,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "HV battery degradation",
    "Brake actuator noise",
    "12V battery drain",
    "Infotainment lag"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Fuel pump impeller deformation causing stall",
     "tsb": "20TP-02",
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-accord-hybrid",
   "make": "Honda",
   "model": "Accord Hybrid",
   "generation": "2018-2024 (10th Gen)",
   "bodyType": "Sedan",
   "fuelType": "hybrid",
   "drivetrain": "FWD",
   "engine": "2.0L I4 Hybrid (LFA1)",
   "engineFamily": "Honda i-MMD Hybrid",
   "marketYears": "2018-2024",
   "msrpRange": "$28,000-$37,000",
   "tireSize": "225/50R17",
   "tirePressurePsi": 33,
   "batteryGroup": "51R",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 48,
    "mpgHighway": 48,
    "mpgCombined": 48,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "HV battery degradation",
    "Brake system noise",
    "Infotainment lag",
    "AC performance"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-f150-hybrid",
   "make": "Ford",
   "model": "F-150 PowerBoost Hybrid",
   "generation": "2021-2024 (14th Gen P702)",
   "bodyType": "Truck",
   "fuelType": "hybrid",
   "drivetrain": "4WD",
   "engine": "3.5L PowerBoost V6 Hybrid",
   "engineFamily": "Ford PowerBoost Hybrid",
   "marketYears": "2021-2024",
   "msrpRange": "$42,000-$65,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "65",
   "batteryCca": 750,
   "epa": {
    "mpgCity": 18,
    "mpgHighway": 24,
    "mpgCombined": 20,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Hybrid battery concerns",
    "10-speed transmission",
    "Pro Power Onboard issues",
    "Infotainment Sync issues"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Hybrid battery warning",
     "cause": "HV battery module issue",
     "fix": "Battery diagnostic at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "10-speed transmission shudder",
     "cause": "10R80 fluid degradation",
     "fix": "Fluid flush with Mercon ULV.",
     "affectedYears": null
    },
    {
     "symptom": "Pro Power Onboard issues",
     "cause": "Inverter module",
     "fix": "Module replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-corvette",
   "make": "Chevrolet",
   "model": "Corvette",
   "generation": "2020-2024 (C8)",
   "bodyType": "Coupe",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "6.2L V8 (LT2)",
   "engineFamily": "GM Small Block V8 (LT)",
   "marketYears": "2020-2024",
   "msrpRange": "$56,000-$110,000",
   "tireSize": "245/35R19",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 15,
    "mpgHighway": 27,
    "mpgCombined": 19,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "DCT shudder",
    "Trunk water leak",
    "Battery drain",
    "Electronics issues"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "8-speed DCT shudder",
     "cause": "Tremec 8-speed DCT clutch",
     "fix": "Clutch pack replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Rear trunk water leak",
     "cause": "Trunk seal failure",
     "fix": "Replace trunk weatherstrip.",
     "affectedYears": null
    },
    {
     "symptom": "Battery drain when parked",
     "cause": "Module not sleeping",
     "fix": "Software update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-40",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "hyundai-tucson-hybrid",
   "make": "Hyundai",
   "model": "Tucson Hybrid",
   "generation": "2022-2024 (4th Gen NX4)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.5L / 1.6L GDI Hybrid (Smartstream)",
   "engineFamily": "Hyundai Hybrid (TM/HEV)",
   "marketYears": "2022-2024",
   "msrpRange": "$31,000-$40,000",
   "tireSize": "235/60R17",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 37,
    "mpgHighway": 36,
    "mpgCombined": 37,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Hybrid system warnings",
    "DCT shudder",
    "Infotainment lag",
    "Rear suspension noise"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Hybrid system warning",
     "cause": "HV battery or inverter",
     "fix": "Diagnostic at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "DCT shudder",
     "cause": "Clutch pack",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "Rear suspension noise",
     "cause": "Suspension bushing",
     "fix": "Bushings replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-rav4-prime",
   "make": "Toyota",
   "model": "RAV4 Prime",
   "generation": "2021-2024 (XA50 PHEV)",
   "bodyType": "SUV",
   "fuelType": "plugin-hybrid",
   "drivetrain": "AWD",
   "engine": "2.5L I4 Hybrid (A25A-FXS)",
   "engineFamily": "Toyota THS II Hybrid",
   "marketYears": "2021-2024",
   "msrpRange": "$41,000-$46,000",
   "tireSize": "235/55R19",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 40,
    "mpgHighway": 36,
    "mpgCombined": 38,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Fuel pump recall",
    "12V battery drain",
    "PHEV battery degradation",
    "Infotainment lag"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Fuel pump impeller deformation causing stall",
     "tsb": "20TP-02",
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "jeep-wrangler-4xe",
   "make": "Jeep",
   "model": "Wrangler 4xe",
   "generation": "2021-2024 (JL PHEV)",
   "bodyType": "SUV",
   "fuelType": "plugin-hybrid",
   "drivetrain": "4WD",
   "engine": "2.0L Turbo PHEV (GSE PHEV)",
   "engineFamily": "Jeep 4xe PHEV",
   "marketYears": "2021-2024",
   "msrpRange": "$50,000-$65,000",
   "tireSize": "245/75R17",
   "tirePressurePsi": 37,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 24,
    "mpgCombined": 21,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "PHEV battery issues",
    "Death wobble",
    "Charging system",
    "Software issues"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "PHEV battery module issues",
     "tsb": null,
     "fix": "Battery diagnostic; module replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "PHEV battery warning",
     "cause": "HV battery module issue",
     "fix": "Battery diagnostic.",
     "affectedYears": null
    },
    {
     "symptom": "Death wobble",
     "cause": "Steering component wear",
     "fix": "Replace steering components.",
     "affectedYears": null
    },
    {
     "symptom": "Charging system issues",
     "cause": "Charger module",
     "fix": "Module replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "hyundai-santa-fe-hybrid",
   "make": "Hyundai",
   "model": "Santa Fe Hybrid",
   "generation": "2024 (5th Gen MX5)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.5L / 1.6L GDI Hybrid (Smartstream)",
   "engineFamily": "Hyundai Hybrid (TM/HEV)",
   "marketYears": "2024",
   "msrpRange": "$36,000-$45,000",
   "tireSize": "245/60R18",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 33,
    "mpgHighway": 30,
    "mpgCombined": 32,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Hybrid system early issues",
    "Infotainment lag",
    "DCT shudder",
    "Rear suspension"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Hybrid system warning",
     "cause": "HV battery or inverter",
     "fix": "Diagnostic at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "DCT shudder",
     "cause": "Clutch pack",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "Rear suspension noise",
     "cause": "Suspension bushing",
     "fix": "Bushings replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-sportage-hybrid",
   "make": "Kia",
   "model": "Sportage Hybrid",
   "generation": "2023-2024 (5th Gen NQ5)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.5L / 1.6L GDI Hybrid (Smartstream)",
   "engineFamily": "Hyundai Hybrid (TM/HEV)",
   "marketYears": "2023-2024",
   "msrpRange": "$29,000-$39,000",
   "tireSize": "235/65R17",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 38,
    "mpgHighway": 38,
    "mpgCombined": 38,
    "evMpge": null,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "Hybrid system warnings",
    "DCT shudder",
    "Infotainment lag",
    "Rear suspension noise"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Hybrid system warning",
     "cause": "HV battery or inverter",
     "fix": "Diagnostic at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "DCT shudder",
     "cause": "Clutch pack",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "Rear suspension noise",
     "cause": "Suspension bushing",
     "fix": "Bushings replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-equinox-ev",
   "make": "Chevrolet",
   "model": "Equinox EV",
   "generation": "2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "Ultium EV Powertrain",
   "engineFamily": "GM Ultium (Blazer EV / Equinox EV / Hummer / Lyriq)",
   "marketYears": "2024",
   "msrpRange": "$43,000-$48,000",
   "tireSize": "235/50R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 117,
    "mpgHighway": 99,
    "mpgCombined": 108,
    "evMpge": 31,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "Software issues",
    "12V battery drain",
    "DC charging in cold",
    "Infotainment lag"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Software system instability on early Ultium models",
     "tsb": null,
     "fix": "OTA updates",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-f150-pro",
   "make": "Ford",
   "model": "F-150 Lightning Pro",
   "generation": "2023-2024",
   "bodyType": "Truck",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "98 kWh / 131 kWh EV Powertrain",
   "engineFamily": "Ford EV (F-150 Lightning / E-Transit)",
   "marketYears": "2023-2024",
   "msrpRange": "$50,000-$70,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 42,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 78,
    "mpgHighway": 63,
    "mpgCombined": 70,
    "evMpge": 48,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failures",
    "Frunk latch",
    "Range in cold",
    "Sync 4 issues"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "12V battery failures",
     "tsb": null,
     "fix": "Replace 12V battery",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volkswagen-id-buzz",
   "make": "Volkswagen",
   "model": "ID. Buzz",
   "generation": "2025 (1st Gen)",
   "bodyType": "Minivan",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "62-82 kWh EV Powertrain (MEB)",
   "engineFamily": "VW MEB (ID.4, ID.5, ID.Buzz, Q4 e-tron)",
   "marketYears": "2025",
   "msrpRange": "$60,000-$70,000",
   "tireSize": "235/50R20",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 90,
    "mpgHighway": 75,
    "mpgCombined": 83,
    "evMpge": 41,
    "sourceYear": 2025,
    "estimated": false
   },
   "commonProblems": [
    "Software issues",
    "12V battery",
    "DC charging speed",
    "Infotainment lag"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "12V battery failures",
     "tsb": null,
     "fix": "Replace 12V battery",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "cadillac-xt4",
   "make": "Cadillac",
   "model": "XT4",
   "generation": "2019-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (LSY)",
   "engineFamily": "GM Turbo EcoTec",
   "marketYears": "2019-2024",
   "msrpRange": "$38,000-$46,000",
   "tireSize": "235/55R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 24,
    "mpgHighway": 30,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission",
    "2.0L Turbo carbon",
    "CUE infotainment",
    "AC compressor"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "9T50/9T65 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "2.0L Turbo carbon buildup",
     "cause": "GDI carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "CUE infotainment issues",
     "cause": "Infotainment module",
     "fix": "Software update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "cadillac-xt6",
   "make": "Cadillac",
   "model": "XT6",
   "generation": "2020-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (LSY/LSY-A)",
   "engineFamily": "GM Turbo EcoTec",
   "marketYears": "2020-2024",
   "msrpRange": "$49,000-$60,000",
   "tireSize": "235/55R20",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 27,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "9-speed transmission",
    "Infotainment issues",
    "AC compressor",
    "Power liftgate"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "9T65 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "2.0L Turbo carbon buildup",
     "cause": "GDI carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Super Cruise calibration drift",
     "cause": "Sensor calibration",
     "fix": "Dealership recalibration.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "gmc-sierra-hd",
   "make": "GMC",
   "model": "Sierra 2500HD",
   "generation": "2020-2024 (4th Gen T1 HD)",
   "bodyType": "Truck",
   "fuelType": "diesel",
   "drivetrain": "4WD",
   "engine": "6.6L Duramax V8 Turbo-Diesel (LZ0/L5P)",
   "engineFamily": "GM Duramax Diesel",
   "marketYears": "2020-2024",
   "msrpRange": "$50,000-$80,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 65,
   "batteryGroup": "65",
   "batteryCca": 850,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 25,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2024,
    "estimated": true
   },
   "commonProblems": [
    "CP4 fuel pump failure",
    "DEF system",
    "Allison transmission",
    "Exhaust system"
   ],
   "yearIssues": [
    {
     "years": "2017-2021",
     "issue": "CP4 fuel pump failure",
     "tsb": null,
     "fix": "Complete fuel system replacement; some class action coverage",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "CP4 high-pressure fuel pump failure",
     "cause": "Bosch CP4 pump metal shavings contaminating fuel system",
     "fix": "Complete fuel system replacement (pump, injectors, lines, tank flush). $10,000+ repair.",
     "affectedYears": null
    },
    {
     "symptom": "DEF system failures",
     "cause": "DEF heater and doser failure",
     "fix": "Replace DEF heater and pump module.",
     "affectedYears": null
    },
    {
     "symptom": "Allison transmission harsh shifts",
     "cause": "TCM calibration",
     "fix": "TCM update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-40",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 100000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-silverado-hd",
   "make": "Chevrolet",
   "model": "Silverado 2500HD",
   "generation": "2020-2024 (4th Gen T1 HD)",
   "bodyType": "Truck",
   "fuelType": "diesel",
   "drivetrain": "4WD",
   "engine": "6.6L Duramax V8 Turbo-Diesel (LZ0/L5P)",
   "engineFamily": "GM Duramax Diesel",
   "marketYears": "2020-2024",
   "msrpRange": "$45,000-$75,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 65,
   "batteryGroup": "65",
   "batteryCca": 850,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 25,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2024,
    "estimated": true
   },
   "commonProblems": [
    "CP4 fuel pump failure",
    "DEF system",
    "Allison transmission",
    "Exhaust system"
   ],
   "yearIssues": [
    {
     "years": "2017-2021",
     "issue": "CP4 fuel pump failure",
     "tsb": null,
     "fix": "Complete fuel system replacement; some class action coverage",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "CP4 high-pressure fuel pump failure",
     "cause": "Bosch CP4 pump metal shavings contaminating fuel system",
     "fix": "Complete fuel system replacement (pump, injectors, lines, tank flush). $10,000+ repair.",
     "affectedYears": null
    },
    {
     "symptom": "DEF system failures",
     "cause": "DEF heater and doser failure",
     "fix": "Replace DEF heater and pump module.",
     "affectedYears": null
    },
    {
     "symptom": "Allison transmission harsh shifts",
     "cause": "TCM calibration",
     "fix": "TCM update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-40",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 100000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ram-1500-classic",
   "make": "Ram",
   "model": "1500 Classic",
   "generation": "2019-2024 (DS 4th Gen)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "3.6L V6 (Pentastar)",
   "engineFamily": "Chrysler Pentastar V6",
   "marketYears": "2019-2024",
   "msrpRange": "$30,000-$40,000",
   "tireSize": "265/65R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 17,
    "mpgHighway": 25,
    "mpgCombined": 20,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "3.6L lifter failure",
    "8-speed transmission shudder",
    "Rust on rear bumper",
    "Infotainment Uconnect 3"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "ZF 9HP48 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "Power sliding door failure",
     "cause": "Door actuator wear",
     "fix": "Replace door actuator.",
     "affectedYears": null
    },
    {
     "symptom": "3.6L oil consumption",
     "cause": "Piston ring wear",
     "fix": "Oil consumption test.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "hyundai-ioniq-6",
   "make": "Hyundai",
   "model": "Ioniq 6",
   "generation": "2023-2024 (CE)",
   "bodyType": "Sedan",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "58-84 kWh EV Powertrain (E-GMP)",
   "engineFamily": "Hyundai E-GMP (Ioniq 5/6, EV6/9, GV60)",
   "marketYears": "2023-2024",
   "msrpRange": "$42,000-$52,000",
   "tireSize": "225/55R18",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 93,
    "mpgHighway": 82,
    "mpgCombined": 88,
    "evMpge": 38,
    "sourceYear": 2027,
    "estimated": false
   },
   "commonProblems": [
    "ICCU failure",
    "12V battery",
    "Software OTA issues",
    "DC charging speed"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "ICCU failure",
     "tsb": null,
     "fix": "ICCU replacement per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "ICCU (Integrated Charge Control Unit) failure",
     "cause": "ICCU internal component failure",
     "fix": "Replace ICCU module.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "DC charging speed reduction in heat",
     "cause": "Battery thermal management",
     "fix": "Pre-condition; charge in shaded/cooler conditions.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-ev9",
   "make": "Kia",
   "model": "EV9",
   "generation": "2024 (1st Gen MV)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "58-84 kWh EV Powertrain (E-GMP)",
   "engineFamily": "Hyundai E-GMP (Ioniq 5/6, EV6/9, GV60)",
   "marketYears": "2024",
   "msrpRange": "$55,000-$75,000",
   "tireSize": "255/50R20",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 83,
    "mpgHighway": 72,
    "mpgCombined": 78,
    "evMpge": 43,
    "sourceYear": 2026,
    "estimated": false
   },
   "commonProblems": [
    "Software issues",
    "12V battery",
    "DC charging",
    "Infotainment"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "ICCU failure",
     "tsb": null,
     "fix": "ICCU replacement per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "ICCU (Integrated Charge Control Unit) failure",
     "cause": "ICCU internal component failure",
     "fix": "Replace ICCU module.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "DC charging speed reduction in heat",
     "cause": "Battery thermal management",
     "fix": "Pre-condition; charge in shaded/cooler conditions.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-crown",
   "make": "Toyota",
   "model": "Crown",
   "generation": "2023-2024 (1st Gen S235)",
   "bodyType": "Sedan",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.5L I4 Hybrid (A25A-FXS)",
   "engineFamily": "Toyota THS II Hybrid",
   "marketYears": "2023-2024",
   "msrpRange": "$41,000-$50,000",
   "tireSize": "225/55R19",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 29,
    "mpgHighway": 32,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "Infotainment lag",
    "HV battery degradation",
    "12V battery drain",
    "Ride height confusion"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Fuel pump impeller deformation causing stall",
     "tsb": "20TP-02",
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-crv-hybrid",
   "make": "Honda",
   "model": "CR-V Hybrid",
   "generation": "2023-2024 (6th Gen)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.0L I4 Hybrid (LFA1)",
   "engineFamily": "Honda i-MMD Hybrid",
   "marketYears": "2023-2024",
   "msrpRange": "$34,000-$42,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "51R",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 40,
    "mpgHighway": 35,
    "mpgCombined": 38,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "HV battery concerns",
    "Infotainment lag",
    "AC performance",
    "Brake system noise"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-altima-hybrid",
   "make": "Nissan",
   "model": "Altima Hybrid",
   "generation": "2024 (6th Gen PHEV)",
   "bodyType": "Sedan",
   "fuelType": "hybrid",
   "drivetrain": "FWD",
   "engine": "2.0L I4 (MR20DD)",
   "engineFamily": "Nissan MR Direct Injection",
   "marketYears": "2024",
   "msrpRange": "$30,000-$36,000",
   "tireSize": "215/60R16",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 28,
    "mpgHighway": 39,
    "mpgCombined": 32,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Hybrid system warnings",
    "Infotainment lag",
    "AC performance"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "CVT reliability concerns",
     "tsb": null,
     "fix": "CVT fluid at 30k; unit replacement if needed",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "CVT shudder under light acceleration 25-40 mph",
     "cause": "CVT belt and pulley surface wear, degraded fluid",
     "fix": "CVT fluid exchange at 30k miles; valve body replacement if persistent. Avoid full unit replacement by catching early.",
     "affectedYears": null
    },
    {
     "symptom": "Belt slip under hard acceleration (high RPM, low speed)",
     "cause": "CVT belt wear beyond tolerance",
     "fix": "CVT unit replacement if fluid exchange does not resolve. Use only OEM NS-2/NS-3 spec fluid.",
     "affectedYears": null
    },
    {
     "symptom": "Hesitation on tip-in from stop",
     "cause": "CVT valve body calibration drift",
     "fix": "TCM software update from dealership; valve body replacement if hardware wear confirmed.",
     "affectedYears": null
    },
    {
     "symptom": "Whine noise increasing with vehicle speed",
     "cause": "CVT bearing wear in pulley shaft",
     "fix": "CVT unit replacement — bearing replacement is not serviceable separately.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mazda-cx5-hybrid",
   "make": "Mazda",
   "model": "CX-5 Hybrid",
   "generation": "2024 (2nd Gen KF facelift)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.5L / 1.6L GDI Hybrid (Smartstream)",
   "engineFamily": "Hyundai Hybrid (TM/HEV)",
   "marketYears": "2024",
   "msrpRange": "$32,000-$40,000",
   "tireSize": "225/65R17",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 25,
    "mpgHighway": 31,
    "mpgCombined": 28,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Hybrid system",
    "GDI carbon buildup",
    "Infotainment",
    "Rear suspension"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Hybrid system warning",
     "cause": "HV battery or inverter",
     "fix": "Diagnostic at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "DCT shudder",
     "cause": "Clutch pack",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "Rear suspension noise",
     "cause": "Suspension bushing",
     "fix": "Bushings replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volkswagen-jetta-2024",
   "make": "Volkswagen",
   "model": "Jetta (1.5T)",
   "generation": "2024 (7th Gen facelift)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.5L Turbo I4 (EA211 EVO)",
   "engineFamily": "VW EA211 EVO",
   "marketYears": "2024",
   "msrpRange": "$22,000-$30,000",
   "tireSize": "205/60R16",
   "tirePressurePsi": 35,
   "batteryGroup": "H5",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 29,
    "mpgHighway": 39,
    "mpgCombined": 33,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Water pump failure",
    "Carbon buildup",
    "DCT rough engagement",
    "Infotainment"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Water pump failure",
     "cause": "Water pump bearing",
     "fix": "Replace water pump.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup",
     "cause": "GDI carbon",
     "fix": "Walnut blast at 60k.",
     "affectedYears": null
    },
    {
     "symptom": "DCT rough engagement",
     "cause": "DQ200/DQ250 clutch",
     "fix": "TCM update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "subaru-forester-wilderness",
   "make": "Subaru",
   "model": "Forester Wilderness",
   "generation": "2022-2024 (6th Gen SK)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.5L H4 (FB25D)",
   "engineFamily": "Subaru FB Boxer",
   "marketYears": "2022-2024",
   "msrpRange": "$33,000-$38,000",
   "tireSize": "225/60R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 25,
    "mpgHighway": 28,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Windshield cracking",
    "Oil consumption",
    "Ride height"
   ],
   "yearIssues": [
    {
     "years": "2015-2019",
     "issue": "Oil consumption above spec",
     "tsb": null,
     "fix": "Oil consumption test; ring replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Oil consumption",
     "cause": "Piston ring wear",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "CVT shudder and delayed engagement",
     "cause": "Lineartronic CVT chain wear",
     "fix": "CVT fluid at 30k; valve body if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "Windshield cracking",
     "cause": "Acoustic glass fragility",
     "fix": "Replace with OEM glass.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-bronco-raptor",
   "make": "Ford",
   "model": "Bronco Raptor",
   "generation": "2022-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "3.0L Twin-Turbo V6 (EcoBoost)",
   "engineFamily": "Ford Nano EcoBoost V6",
   "marketYears": "2022-2024",
   "msrpRange": "$75,000-$90,000",
   "tireSize": "37x12.5R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 15,
    "mpgHighway": 16,
    "mpgCombined": 15,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Transmission rough shifts",
    "Tire wear (37\")",
    "Fuel economy",
    "Infotainment"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Transmission rough shifts",
     "cause": "10R60 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "Tire wear (37\")",
     "cause": "Large tire load",
     "fix": "Rotation at 5k; alignment annually.",
     "affectedYears": null
    },
    {
     "symptom": "Fuel economy below average",
     "cause": "Large displacement and tire load",
     "fix": "Maintain tire pressure; use eco mode.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "jeep-grand-cherokee-4xe",
   "make": "Jeep",
   "model": "Grand Cherokee 4xe",
   "generation": "2022-2024 (WL PHEV)",
   "bodyType": "SUV",
   "fuelType": "plugin-hybrid",
   "drivetrain": "4WD",
   "engine": "2.0L Turbo PHEV (GSE PHEV)",
   "engineFamily": "Jeep 4xe PHEV",
   "marketYears": "2022-2024",
   "msrpRange": "$58,000-$75,000",
   "tireSize": "265/50R20",
   "tirePressurePsi": 36,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 23,
    "mpgHighway": 24,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "PHEV battery issues",
    "Charging system",
    "Software issues",
    "Air suspension"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "PHEV battery module issues",
     "tsb": null,
     "fix": "Battery diagnostic; module replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "PHEV battery warning",
     "cause": "HV battery module issue",
     "fix": "Battery diagnostic.",
     "affectedYears": null
    },
    {
     "symptom": "Death wobble",
     "cause": "Steering component wear",
     "fix": "Replace steering components.",
     "affectedYears": null
    },
    {
     "symptom": "Charging system issues",
     "cause": "Charger module",
     "fix": "Module replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-tundra-hybrid",
   "make": "Toyota",
   "model": "Tundra Hybrid",
   "generation": "2022-2024 (3rd Gen XK70)",
   "bodyType": "Truck",
   "fuelType": "hybrid",
   "drivetrain": "4WD",
   "engine": "3.4L Twin-Turbo V6 Hybrid (V35A-FTS i-FORCE MAX)",
   "engineFamily": "Toyota i-FORCE MAX Hybrid V6",
   "marketYears": "2022-2024",
   "msrpRange": "$45,000-$60,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "27F",
   "batteryCca": 710,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 24,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2026,
    "estimated": false
   },
   "commonProblems": [
    "Turbo wastegate rattle",
    "Hybrid inverter pump",
    "Tailgate actuator",
    "Infotainment"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Turbo wastegate rattle on early production",
     "tsb": null,
     "fix": "Turbocharger inspection per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Turbo wastegate rattle at deceleration 2500-3500 RPM",
     "cause": "Wastegate actuator rod bushing wear",
     "fix": "Turbocharger inspection; actuator or turbo replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Hybrid inverter pump noise and warning",
     "cause": "Inverter coolant pump failure",
     "fix": "Inverter coolant pump replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Tailgate power open/close failure",
     "cause": "Tailgate actuator motor wear",
     "fix": "Tailgate actuator replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-blazer-ev",
   "make": "Chevrolet",
   "model": "Blazer EV",
   "generation": "2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "Ultium EV Powertrain",
   "engineFamily": "GM Ultium (Blazer EV / Equinox EV / Hummer / Lyriq)",
   "marketYears": "2024",
   "msrpRange": "$48,000-$56,000",
   "tireSize": "255/55R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 103,
    "mpgHighway": 88,
    "mpgCombined": 96,
    "evMpge": 35,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "Software issues",
    "12V battery drain",
    "DC charging",
    "Infotainment"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Software system instability on early Ultium models",
     "tsb": null,
     "fix": "OTA updates",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "hyundai-kona-ev",
   "make": "Hyundai",
   "model": "Kona Electric",
   "generation": "2024 (2nd Gen SX2)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "FWD",
   "engine": "58-84 kWh EV Powertrain (E-GMP)",
   "engineFamily": "Hyundai E-GMP (Ioniq 5/6, EV6/9, GV60)",
   "marketYears": "2024",
   "msrpRange": "$33,000-$42,000",
   "tireSize": "215/55R17",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 132,
    "mpgHighway": 108,
    "mpgCombined": 120,
    "evMpge": 27,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "12V battery",
    "Software issues",
    "DC charging",
    "Infotainment"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "ICCU failure",
     "tsb": null,
     "fix": "ICCU replacement per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "ICCU (Integrated Charge Control Unit) failure",
     "cause": "ICCU internal component failure",
     "fix": "Replace ICCU module.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "DC charging speed reduction in heat",
     "cause": "Battery thermal management",
     "fix": "Pre-condition; charge in shaded/cooler conditions.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-niro-ev",
   "make": "Kia",
   "model": "Niro EV",
   "generation": "2023-2024 (2nd Gen SG2)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "FWD",
   "engine": "58-84 kWh EV Powertrain (E-GMP)",
   "engineFamily": "Hyundai E-GMP (Ioniq 5/6, EV6/9, GV60)",
   "marketYears": "2023-2024",
   "msrpRange": "$40,000-$48,000",
   "tireSize": "215/55R17",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 123,
    "mpgHighway": 102,
    "mpgCombined": 112,
    "evMpge": 30,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "12V battery",
    "Software issues",
    "DC charging",
    "Infotainment"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "ICCU failure",
     "tsb": null,
     "fix": "ICCU replacement per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "ICCU (Integrated Charge Control Unit) failure",
     "cause": "ICCU internal component failure",
     "fix": "Replace ICCU module.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "DC charging speed reduction in heat",
     "cause": "Battery thermal management",
     "fix": "Pre-condition; charge in shaded/cooler conditions.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "bmw-i5",
   "make": "BMW",
   "model": "i5",
   "generation": "2024 (G60)",
   "bodyType": "Sedan",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "80-105 kWh EV Powertrain (eDrive)",
   "engineFamily": "BMW eDrive EV (i4, iX, i5)",
   "marketYears": "2024",
   "msrpRange": "$67,000-$85,000",
   "tireSize": "245/40R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 104,
    "mpgHighway": 105,
    "mpgCombined": 105,
    "evMpge": 32,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "12V battery",
    "iDrive reboots",
    "Software OTA",
    "HVAC issues"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "12V battery failures",
     "tsb": null,
     "fix": "Replace 12V battery",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mercedes-eqe",
   "make": "Mercedes-Benz",
   "model": "EQE",
   "generation": "2023-2024 (V295)",
   "bodyType": "Sedan",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "90-108 kWh EV Powertrain (EVA)",
   "engineFamily": "Mercedes EVA (EQS, EQE)",
   "marketYears": "2023-2024",
   "msrpRange": "$75,000-$90,000",
   "tireSize": "245/40R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 98,
    "mpgHighway": 94,
    "mpgCombined": 96,
    "evMpge": 35,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "12V battery",
    "MBUX reboots",
    "Software OTA",
    "DC charging"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "MBUX Hyperscreen reboots",
     "tsb": null,
     "fix": "Software update",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "audi-q6-e-tron",
   "make": "Audi",
   "model": "Q6 e-tron",
   "generation": "2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "100 kWh EV Powertrain (PPE)",
   "engineFamily": "VW PPE (Macan EV, Q6 e-tron, ID.7, Taycan, e-tron GT)",
   "marketYears": "2024",
   "msrpRange": "$63,000-$70,000",
   "tireSize": "255/50R20",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 112,
    "mpgHighway": 96,
    "mpgCombined": 104,
    "evMpge": 32,
    "sourceYear": 2025,
    "estimated": false
   },
   "commonProblems": [
    "Software issues",
    "12V battery",
    "DC charging",
    "Infotainment"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "polestar-2",
   "make": "Polestar",
   "model": "Polestar 2",
   "generation": "2021-2024 (1st Gen)",
   "bodyType": "Sedan",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "78-82 kWh EV Powertrain",
   "engineFamily": "Volvo/Polestar EV (C40, XC40, Polestar 2/3)",
   "marketYears": "2021-2024",
   "msrpRange": "$50,000-$60,000",
   "tireSize": "245/45R18",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 96,
    "mpgHighway": 88,
    "mpgCombined": 92,
    "evMpge": 37,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "12V battery",
    "Infotainment reboots",
    "DC charging in cold",
    "Software OTA"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "Infotainment (Android Automotive) reboots",
     "tsb": null,
     "fix": "Software update",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "polestar-3",
   "make": "Polestar",
   "model": "Polestar 3",
   "generation": "2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "78-82 kWh EV Powertrain",
   "engineFamily": "Volvo/Polestar EV (C40, XC40, Polestar 2/3)",
   "marketYears": "2024",
   "msrpRange": "$55,000-$75,000",
   "tireSize": "255/50R20",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 94,
    "mpgHighway": 84,
    "mpgCombined": 89,
    "evMpge": 38,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Software issues",
    "12V battery",
    "Infotainment",
    "DC charging"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "Infotainment (Android Automotive) reboots",
     "tsb": null,
     "fix": "Software update",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "genesis-gv60",
   "make": "Genesis",
   "model": "GV60",
   "generation": "2023-2024 (1st Gen JW1)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "58-84 kWh EV Powertrain (E-GMP)",
   "engineFamily": "Hyundai E-GMP (Ioniq 5/6, EV6/9, GV60)",
   "marketYears": "2023-2024",
   "msrpRange": "$50,000-$60,000",
   "tireSize": "235/55R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 125,
    "mpgHighway": 99,
    "mpgCombined": 112,
    "evMpge": 30,
    "sourceYear": 2025,
    "estimated": false
   },
   "commonProblems": [
    "12V battery",
    "ICCU failure",
    "Software OTA",
    "DC charging"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "ICCU failure",
     "tsb": null,
     "fix": "ICCU replacement per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "ICCU (Integrated Charge Control Unit) failure",
     "cause": "ICCU internal component failure",
     "fix": "Replace ICCU module.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "DC charging speed reduction in heat",
     "cause": "Battery thermal management",
     "fix": "Pre-condition; charge in shaded/cooler conditions.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "genesis-electrified-gv70",
   "make": "Genesis",
   "model": "Electrified GV70",
   "generation": "2023-2024 (JK1 EV)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "58-84 kWh EV Powertrain (E-GMP)",
   "engineFamily": "Hyundai E-GMP (Ioniq 5/6, EV6/9, GV60)",
   "marketYears": "2023-2024",
   "msrpRange": "$66,000-$70,000",
   "tireSize": "255/45R20",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 98,
    "mpgHighway": 83,
    "mpgCombined": 91,
    "evMpge": 37,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "12V battery",
    "Software OTA",
    "DC charging",
    "Infotainment"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "ICCU failure",
     "tsb": null,
     "fix": "ICCU replacement per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "ICCU (Integrated Charge Control Unit) failure",
     "cause": "ICCU internal component failure",
     "fix": "Replace ICCU module.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "DC charging speed reduction in heat",
     "cause": "Battery thermal management",
     "fix": "Pre-condition; charge in shaded/cooler conditions.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "genesis-electrified-g80",
   "make": "Genesis",
   "model": "Electrified G80",
   "generation": "2023-2024 (RG3 EV)",
   "bodyType": "Sedan",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "58-84 kWh EV Powertrain (E-GMP)",
   "engineFamily": "Hyundai E-GMP (Ioniq 5/6, EV6/9, GV60)",
   "marketYears": "2023-2024",
   "msrpRange": "$75,000-$80,000",
   "tireSize": "245/45R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 105,
    "mpgHighway": 89,
    "mpgCombined": 97,
    "evMpge": 34,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "12V battery",
    "Software OTA",
    "DC charging",
    "Infotainment"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "ICCU failure",
     "tsb": null,
     "fix": "ICCU replacement per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "ICCU (Integrated Charge Control Unit) failure",
     "cause": "ICCU internal component failure",
     "fix": "Replace ICCU module.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "DC charging speed reduction in heat",
     "cause": "Battery thermal management",
     "fix": "Pre-condition; charge in shaded/cooler conditions.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-prologue",
   "make": "Honda",
   "model": "Prologue",
   "generation": "2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "Ultium EV Powertrain",
   "engineFamily": "GM Ultium (Blazer EV / Equinox EV / Hummer / Lyriq)",
   "marketYears": "2024",
   "msrpRange": "$48,000-$55,000",
   "tireSize": "255/55R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 107,
    "mpgHighway": 91,
    "mpgCombined": 99,
    "evMpge": 34,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "Software issues",
    "12V battery",
    "DC charging",
    "Infotainment"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Software system instability on early Ultium models",
     "tsb": null,
     "fix": "OTA updates",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "acura-zdx",
   "make": "Acura",
   "model": "ZDX",
   "generation": "2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "Ultium EV Powertrain",
   "engineFamily": "GM Ultium (Blazer EV / Equinox EV / Hummer / Lyriq)",
   "marketYears": "2024",
   "msrpRange": "$60,000-$70,000",
   "tireSize": "275/40R21",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 94,
    "mpgHighway": 80,
    "mpgCombined": 87,
    "evMpge": 39,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "Software issues",
    "12V battery",
    "DC charging",
    "Infotainment"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Software system instability on early Ultium models",
     "tsb": null,
     "fix": "OTA updates",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-prius-prime",
   "make": "Toyota",
   "model": "Prius Prime",
   "generation": "2023-2024 (5th Gen PHEV)",
   "bodyType": "Hatchback",
   "fuelType": "plugin-hybrid",
   "drivetrain": "FWD",
   "engine": "2.5L I4 Hybrid (A25A-FXS)",
   "engineFamily": "Toyota THS II Hybrid",
   "marketYears": "2023-2024",
   "msrpRange": "$33,000-$40,000",
   "tireSize": "195/65R15",
   "tirePressurePsi": 36,
   "batteryGroup": "51R",
   "batteryCca": 475,
   "epa": {
    "mpgCity": 55,
    "mpgHighway": 53,
    "mpgCombined": 54,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "PHEV battery degradation",
    "12V battery drain",
    "Infotainment lag",
    "AC performance"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Fuel pump impeller deformation causing stall",
     "tsb": "20TP-02",
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chrysler-pacifica-hybrid",
   "make": "Chrysler",
   "model": "Pacifica Hybrid",
   "generation": "2018-2024 (RU PHEV)",
   "bodyType": "Minivan",
   "fuelType": "plugin-hybrid",
   "drivetrain": "FWD",
   "engine": "3.6L V6 PHEV (Pentastar PHEV)",
   "engineFamily": "Chrysler Pentastar PHEV",
   "marketYears": "2018-2024",
   "msrpRange": "$42,000-$55,000",
   "tireSize": "235/60R17",
   "tirePressurePsi": 36,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 29,
    "mpgHighway": 30,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "PHEV battery degradation",
    "Power sliding door",
    "9-speed transmission",
    "Charging system"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "PHEV battery degradation",
     "cause": "Cell aging",
     "fix": "Battery module diagnostic.",
     "affectedYears": null
    },
    {
     "symptom": "Power sliding door failure",
     "cause": "Actuator wear",
     "fix": "Replace actuator.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "ZF 9HP48 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volvo-ex30",
   "make": "Volvo",
   "model": "EX30",
   "generation": "2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "RWD",
   "engine": "51 kWh EV Powertrain (EX30)",
   "engineFamily": "Volvo EX30 EV (SEA)",
   "marketYears": "2024",
   "msrpRange": "$36,000-$42,000",
   "tireSize": "215/55R18",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 116,
    "mpgHighway": 100,
    "mpgCombined": 109,
    "evMpge": 31,
    "sourceYear": 2026,
    "estimated": false
   },
   "commonProblems": [
    "Software issues",
    "Infotainment",
    "DC charging",
    "Limited range"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volvo-ex90",
   "make": "Volvo",
   "model": "EX90",
   "generation": "2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "111 kWh EV Powertrain (EX90)",
   "engineFamily": "Volvo EX90 EV (SPA2)",
   "marketYears": "2024",
   "msrpRange": "$77,000-$85,000",
   "tireSize": "275/45R21",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 97,
    "mpgHighway": 86,
    "mpgCombined": 92,
    "evMpge": 37,
    "sourceYear": 2026,
    "estimated": false
   },
   "commonProblems": [
    "Software issues",
    "LiDAR calibration",
    "Air suspension",
    "Infotainment"
   ],
   "yearIssues": [
    {
     "years": "2024",
     "issue": "Software delays and LiDAR calibration",
     "tsb": null,
     "fix": "OTA update",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Software system issues",
     "cause": "Early production delays",
     "fix": "OTA update.",
     "affectedYears": null
    },
    {
     "symptom": "LiDAR system calibration",
     "cause": "Sensor calibration",
     "fix": "Dealership calibration.",
     "affectedYears": null
    },
    {
     "symptom": "Air suspension failure",
     "cause": "Air strut leak",
     "fix": "Replace air strut.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-edge-st",
   "make": "Ford",
   "model": "Edge ST",
   "generation": "2019-2024 (2nd Gen facelift)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.7L Twin-Turbo V6 (Nano)",
   "engineFamily": "Ford Nano EcoBoost V6",
   "marketYears": "2019-2024",
   "msrpRange": "$43,000-$50,000",
   "tireSize": "245/60R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 29,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "8-speed transmission",
    "2.7L coolant intrusion",
    "Brake rotor warping",
    "Sync infotainment"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "2.7L valve seat drop engine failure",
     "tsb": null,
     "fix": "Engine replacement per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Engine failure — valve seat drop",
     "cause": "Exhaust valve seat insertion failure on 2.7L",
     "fix": "Engine replacement under TSB.",
     "affectedYears": null
    },
    {
     "symptom": "Coolant intrusion into cylinders",
     "cause": "Cylinder head casting defect",
     "fix": "Engine short block replacement.",
     "affectedYears": null
    },
    {
     "symptom": "VCT phaser rattle at cold start",
     "cause": "VCT phaser wear",
     "fix": "VCT phaser replacement (both banks).",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-gr86",
   "make": "Toyota",
   "model": "GR86",
   "generation": "2022-2024 (2nd Gen ZN8)",
   "bodyType": "Coupe",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "2.4L H4 (FA24D)",
   "engineFamily": "Subaru FA Boxer",
   "marketYears": "2022-2024",
   "msrpRange": "$28,000-$32,000",
   "tireSize": "215/40R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H5",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 31,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Valve spring recall",
    "GDI carbon buildup",
    "Oil temperature at track",
    "Infotainment lag"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Valve spring failure recall",
     "tsb": null,
     "fix": "Valve spring replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Valve spring failure recall",
     "cause": "Valve spring manufacturing defect",
     "fix": "Valve spring replacement under recall.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Oil temperature at track use",
     "cause": "High operating temperature",
     "fix": "Oil cooler upgrade; shorter sessions.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "subaru-brz",
   "make": "Subaru",
   "model": "BRZ",
   "generation": "2022-2024 (2nd Gen ZD8)",
   "bodyType": "Coupe",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "2.4L H4 (FA24D)",
   "engineFamily": "Subaru FA Boxer",
   "marketYears": "2022-2024",
   "msrpRange": "$29,000-$33,000",
   "tireSize": "215/40R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H5",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 27,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Valve spring recall",
    "GDI carbon buildup",
    "Oil temperature",
    "Infotainment"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Valve spring failure recall",
     "tsb": null,
     "fix": "Valve spring replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Valve spring failure recall",
     "cause": "Valve spring manufacturing defect",
     "fix": "Valve spring replacement under recall.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Oil temperature at track use",
     "cause": "High operating temperature",
     "fix": "Oil cooler upgrade; shorter sessions.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-armada",
   "make": "Nissan",
   "model": "Armada",
   "generation": "2021-2024 (2nd Gen Z62)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "5.6L V8 (VK56VD)",
   "engineFamily": "Nissan VK V8",
   "marketYears": "2021-2024",
   "msrpRange": "$50,000-$70,000",
   "tireSize": "275/50R22",
   "tirePressurePsi": 35,
   "batteryGroup": "27F",
   "batteryCca": 710,
   "epa": {
    "mpgCity": 14,
    "mpgHighway": 19,
    "mpgCombined": 16,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Exhaust manifold bolt",
    "Fuel economy",
    "Infotainment outdated",
    "Transmission hard shifts"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "Exhaust manifold bolt breakage",
     "tsb": null,
     "fix": "Bolt replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Exhaust manifold leak tick",
     "cause": "Manifold bolt breakage",
     "fix": "Replace exhaust manifold bolts.",
     "affectedYears": null
    },
    {
     "symptom": "Transmission hard shifts",
     "cause": "7-speed calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "Fuel economy below competitors",
     "cause": "5.6L V8 consumption",
     "fix": "Maintain tire pressure; use eco mode.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volkswagen-arteon",
   "make": "Volkswagen",
   "model": "Arteon",
   "generation": "2019-2023 (A5)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.0L Turbo I4 (EA888 Gen 3)",
   "engineFamily": "VW EA888 Gen 3",
   "marketYears": "2019-2023",
   "msrpRange": "$37,000-$46,000",
   "tireSize": "245/40R19",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 29,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2020,
    "estimated": false
   },
   "commonProblems": [
    "Water pump",
    "GDI carbon",
    "Timing chain",
    "Infotainment"
   ],
   "yearIssues": [
    {
     "years": "2017-2019",
     "issue": "EA888 timing chain tensioner wear",
     "tsb": null,
     "fix": "Timing chain replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible leak",
     "cause": "EA888 electric water pump failure (bearing/seal)",
     "fix": "Replace water pump with updated revision. Check for coolant in wiring harness connector.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start rattle 1-3 seconds from timing cover",
     "cause": "EA888 timing chain tensioner wear",
     "fix": "Timing chain, tensioner, and guides replacement. Updated tensioner revision available.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire codes",
     "cause": "Intake valve carbon buildup (direct injection)",
     "fix": "Walnut blast at 60k miles. Top-tier fuel with PEA additive slows recurrence.",
     "affectedYears": null
    },
    {
     "symptom": "PCV system causing lean codes and rough idle",
     "cause": "PCV valve integrated in valve cover failing",
     "fix": "Replace valve cover assembly (PCV not serviced separately).",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-hrv-2024",
   "make": "Honda",
   "model": "HR-V (2024)",
   "generation": "2023-2024 (2nd Gen ZR-V)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.5L Turbo I4 (L15B7/L15C)",
   "engineFamily": "Honda Earth Dreams Turbo",
   "marketYears": "2023-2024",
   "msrpRange": "$25,000-$30,000",
   "tireSize": "215/60R17",
   "tirePressurePsi": 33,
   "batteryGroup": "51R",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 28,
    "mpgHighway": 34,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT hesitation",
    "Oil dilution",
    "Road noise",
    "Infotainment"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Oil dilution in cold climate short-trip driving",
     "tsb": null,
     "fix": "Oil at 5k; software update for fuel mapping",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Oil dilution (fuel in oil) in cold climate short trips",
     "cause": "Direct injection fuel wash past rings during cold operation",
     "fix": "Oil change at 5k miles in cold climate. Avoid short trips. Use top-tier fuel.",
     "affectedYears": null
    },
    {
     "symptom": "CVT hesitation under hard acceleration",
     "cause": "CVT belt and pulley calibration",
     "fix": "TCM software update; CVT fluid at 30k.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle at deceleration",
     "cause": "Wastegate actuator rod wear",
     "fix": "Turbo inspection.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 40000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-corolla-cross",
   "make": "Toyota",
   "model": "Corolla Cross",
   "generation": "2022-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L I4 (M20A-FKS)",
   "engineFamily": "Toyota Dynamic Force I4",
   "marketYears": "2022-2024",
   "msrpRange": "$24,000-$30,000",
   "tireSize": "215/60R17",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 31,
    "mpgHighway": 33,
    "mpgCombined": 32,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Road noise",
    "Infotainment",
    "AC performance"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT whine under acceleration",
     "cause": "CVT belt wear",
     "fix": "CVT fluid at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup causing rough idle",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Water pump weepage",
     "cause": "Water pump bearing seal wear",
     "fix": "Water pump replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-corolla-cross-hybrid",
   "make": "Toyota",
   "model": "Corolla Cross Hybrid",
   "generation": "2023-2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.5L I4 Hybrid (A25A-FXS)",
   "engineFamily": "Toyota THS II Hybrid",
   "marketYears": "2023-2024",
   "msrpRange": "$28,000-$33,000",
   "tireSize": "215/60R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 45,
    "mpgHighway": 38,
    "mpgCombined": 42,
    "evMpge": null,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "Infotainment lag",
    "HV battery degradation",
    "12V battery drain",
    "Road noise"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Fuel pump impeller deformation causing stall",
     "tsb": "20TP-02",
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-sorento-hybrid",
   "make": "Kia",
   "model": "Sorento Hybrid",
   "generation": "2021-2024 (4th Gen MQ4 HEV)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.5L / 1.6L GDI Hybrid (Smartstream)",
   "engineFamily": "Hyundai Hybrid (TM/HEV)",
   "marketYears": "2021-2024",
   "msrpRange": "$33,000-$42,000",
   "tireSize": "235/65R17",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 39,
    "mpgHighway": 35,
    "mpgCombined": 37,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Hybrid system",
    "DCT shudder",
    "Infotainment",
    "Rear suspension"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Hybrid system warning",
     "cause": "HV battery or inverter",
     "fix": "Diagnostic at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "DCT shudder",
     "cause": "Clutch pack",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "Rear suspension noise",
     "cause": "Suspension bushing",
     "fix": "Bushings replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "hyundai-santacruz",
   "make": "Hyundai",
   "model": "Santa Cruz",
   "generation": "2022-2024 (1st Gen AX4)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.5L GDI I4 (Smartstream G2.5)",
   "engineFamily": "Hyundai Smartstream GDI",
   "marketYears": "2022-2024",
   "msrpRange": "$27,000-$42,000",
   "tireSize": "245/65R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 26,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "2.5L bearing failure",
    "DCT shudder",
    "Infotainment",
    "Bed liner issues"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "2.5L connecting rod bearing failure (P1326)",
     "tsb": null,
     "fix": "Engine inspection; bearing/block replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "2.5L engine bearing failure — P1326",
     "cause": "Connecting rod bearing wear",
     "fix": "Engine inspection; bearing or block replacement. Stop driving when P1326 sets.",
     "affectedYears": null
    },
    {
     "symptom": "8-speed DCT shudder at low speed",
     "cause": "DCT clutch pack wear",
     "fix": "TCM update; clutch pack if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "bmw-x2",
   "make": "BMW",
   "model": "X2",
   "generation": "2018-2024 (F39/U10)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (B46)",
   "engineFamily": "BMW B46 Modular",
   "marketYears": "2018-2024",
   "msrpRange": "$38,000-$48,000",
   "tireSize": "225/55R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 23,
    "mpgHighway": 30,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Coolant pump",
    "GDI carbon",
    "Oil consumption",
    "xDrive"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Coolant loss and overheating warning",
     "cause": "Electric coolant pump failure (B48/B58 electronics)",
     "fix": "Replace electric coolant pump. Updated revision recommended. Do not drive overheated.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle, lean codes P0171/P0174",
     "cause": "PCV valve failure integrated in valve cover",
     "fix": "Replace valve cover assembly with PCV. Inspect intake for oil ingestion.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start misfire and carbon codes",
     "cause": "GDI intake valve carbon buildup",
     "fix": "Walnut blast at 60k miles. Replace coils and plugs preventively at 60k.",
     "affectedYears": null
    },
    {
     "symptom": "VANOS rattle and P0011/P0014",
     "cause": "VANOS solenoid clogged with oil sludge",
     "fix": "Clean or replace VANOS solenoids. Frequent oil changes (7.5k, not 15k) prevent recurrence.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "bmw-4-series",
   "make": "BMW",
   "model": "4 Series",
   "generation": "2021-2024 (G22/G23)",
   "bodyType": "Coupe",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "2.0L Turbo I4 (B48)",
   "engineFamily": "BMW B48 Modular",
   "marketYears": "2021-2024",
   "msrpRange": "$46,000-$58,000",
   "tireSize": "225/50R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 26,
    "mpgHighway": 34,
    "mpgCombined": 29,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Coolant pump",
    "GDI carbon",
    "PCV valve",
    "Large kidney grille controversy"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Electric coolant pump failure",
     "tsb": null,
     "fix": "Coolant pump replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss and overheating warning",
     "cause": "Electric coolant pump failure (B48/B58 electronics)",
     "fix": "Replace electric coolant pump. Updated revision recommended. Do not drive overheated.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle, lean codes P0171/P0174",
     "cause": "PCV valve failure integrated in valve cover",
     "fix": "Replace valve cover assembly with PCV. Inspect intake for oil ingestion.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start misfire and carbon codes",
     "cause": "GDI intake valve carbon buildup",
     "fix": "Walnut blast at 60k miles. Replace coils and plugs preventively at 60k.",
     "affectedYears": null
    },
    {
     "symptom": "VANOS rattle and P0011/P0014",
     "cause": "VANOS solenoid clogged with oil sludge",
     "fix": "Clean or replace VANOS solenoids. Frequent oil changes (7.5k, not 15k) prevent recurrence.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mercedes-c-class-hybrid",
   "make": "Mercedes-Benz",
   "model": "C-Class Hybrid",
   "generation": "2024 (W206 PHEV)",
   "bodyType": "Sedan",
   "fuelType": "plugin-hybrid",
   "drivetrain": "RWD",
   "engine": "1.5L / 2.0L Turbo I4 (M254 + 48V)",
   "engineFamily": "Mercedes M254 Mild Hybrid",
   "marketYears": "2024",
   "msrpRange": "$47,000-$55,000",
   "tireSize": "225/50R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 23,
    "mpgHighway": 35,
    "mpgCombined": 27,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "48V ISG",
    "GDI carbon",
    "MBUX",
    "Coolant pump"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "48V ISG failure",
     "tsb": null,
     "fix": "ISG replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "48V mild hybrid warning and no auto start-stop",
     "cause": "ISG (Integrated Starter Generator) failure on M256/M264/M254",
     "fix": "Replace ISG module. Often covered under emissions warranty.",
     "affectedYears": null
    },
    {
     "symptom": "Coolant loss with no leak",
     "cause": "Electric coolant pump failure",
     "fix": "Replace coolant pump. Check wiring harness for coolant intrusion.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire",
     "cause": "GDI intake valve carbon buildup",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "MBUX Hyperscreen/infotainment reboots",
     "cause": "Software instability",
     "fix": "Software update at dealership. Module replacement if persistent.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "audi-a5",
   "make": "Audi",
   "model": "A5",
   "generation": "2018-2024 (B9 8W facelift)",
   "bodyType": "Coupe",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (EA888 Gen 3)",
   "engineFamily": "VW EA888 Gen 3",
   "marketYears": "2018-2024",
   "msrpRange": "$45,000-$55,000",
   "tireSize": "245/40R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 24,
    "mpgHighway": 31,
    "mpgCombined": 27,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Water pump",
    "GDI carbon",
    "Timing chain",
    "Oil consumption"
   ],
   "yearIssues": [
    {
     "years": "2017-2019",
     "issue": "EA888 timing chain tensioner wear",
     "tsb": null,
     "fix": "Timing chain replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible leak",
     "cause": "EA888 electric water pump failure (bearing/seal)",
     "fix": "Replace water pump with updated revision. Check for coolant in wiring harness connector.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start rattle 1-3 seconds from timing cover",
     "cause": "EA888 timing chain tensioner wear",
     "fix": "Timing chain, tensioner, and guides replacement. Updated tensioner revision available.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire codes",
     "cause": "Intake valve carbon buildup (direct injection)",
     "fix": "Walnut blast at 60k miles. Top-tier fuel with PEA additive slows recurrence.",
     "affectedYears": null
    },
    {
     "symptom": "PCV system causing lean codes and rough idle",
     "cause": "PCV valve integrated in valve cover failing",
     "fix": "Replace valve cover assembly (PCV not serviced separately).",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "audi-q8",
   "make": "Audi",
   "model": "Q8",
   "generation": "2019-2024 (4M)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.0L Turbo V6 (EA839)",
   "engineFamily": "VW EA839 V6",
   "marketYears": "2019-2024",
   "msrpRange": "$72,000-$85,000",
   "tireSize": "285/45R21",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 18,
    "mpgHighway": 23,
    "mpgCombined": 20,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Water pump",
    "Air suspension",
    "GDI carbon",
    "Oil consumption"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Water pump failure",
     "cause": "EA839 water pump",
     "fix": "Replace water pump.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Air suspension failure",
     "cause": "Air strut leak",
     "fix": "Replace air strut.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "audi-a6",
   "make": "Audi",
   "model": "A6",
   "generation": "2019-2024 (C8 4K)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.0L Turbo V6 (EA839)",
   "engineFamily": "VW EA839 V6",
   "marketYears": "2019-2024",
   "msrpRange": "$56,000-$70,000",
   "tireSize": "245/45R19",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 29,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2026,
    "estimated": false
   },
   "commonProblems": [
    "Water pump",
    "GDI carbon",
    "Oil consumption",
    " MMI infotainment"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Water pump failure",
     "cause": "EA839 water pump",
     "fix": "Replace water pump.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Air suspension failure",
     "cause": "Air strut leak",
     "fix": "Replace air strut.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mercedes-glc-hybrid",
   "make": "Mercedes-Benz",
   "model": "GLC Hybrid",
   "generation": "2024 (X253 PHEV)",
   "bodyType": "SUV",
   "fuelType": "plugin-hybrid",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (M264 + 48V)",
   "engineFamily": "Mercedes M264 Mild Hybrid",
   "marketYears": "2024",
   "msrpRange": "$50,000-$60,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 29,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "48V ISG",
    "MBUX",
    "GDI carbon",
    "Coolant pump"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "48V ISG failure",
     "tsb": null,
     "fix": "ISG replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "48V mild hybrid warning and no auto start-stop",
     "cause": "ISG (Integrated Starter Generator) failure on M256/M264/M254",
     "fix": "Replace ISG module. Often covered under emissions warranty.",
     "affectedYears": null
    },
    {
     "symptom": "Coolant loss with no leak",
     "cause": "Electric coolant pump failure",
     "fix": "Replace coolant pump. Check wiring harness for coolant intrusion.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire",
     "cause": "GDI intake valve carbon buildup",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "MBUX Hyperscreen/infotainment reboots",
     "cause": "Software instability",
     "fix": "Software update at dealership. Module replacement if persistent.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "cadillac-ct4",
   "make": "Cadillac",
   "model": "CT4",
   "generation": "2020-2024 (1st Gen)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "2.0L Turbo I4 (LSY)",
   "engineFamily": "GM Turbo EcoTec",
   "marketYears": "2020-2024",
   "msrpRange": "$35,000-$48,000",
   "tireSize": "225/50R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 31,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "8-speed transmission",
    "2.0L Turbo carbon",
    "CUE infotainment",
    "Super Cruise calibration"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "9T50/9T65 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "2.0L Turbo carbon buildup",
     "cause": "GDI carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "CUE infotainment issues",
     "cause": "Infotainment module",
     "fix": "Software update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "buick-envista",
   "make": "Buick",
   "model": "Envista",
   "generation": "2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.3L / 1.2L Turbo I3 (L3T/LCV)",
   "engineFamily": "GM Small Turbo EcoTec I3",
   "marketYears": "2024",
   "msrpRange": "$23,000-$30,000",
   "tireSize": "215/60R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 28,
    "mpgHighway": 32,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "CVT shudder",
    "Infotainment",
    "Road noise",
    "Limited power"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT shudder",
     "cause": "CVT belt wear",
     "fix": "CVT fluid exchange.",
     "affectedYears": null
    },
    {
     "symptom": "1.3L Turbo carbon buildup",
     "cause": "GDI carbon",
     "fix": "Walnut blast at 60k.",
     "affectedYears": null
    },
    {
     "symptom": "Road noise at highway speed",
     "cause": "Insulation inadequacy",
     "fix": "No OEM fix; aftermarket sound deadening.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-trax-2024",
   "make": "Chevrolet",
   "model": "Trax (2024)",
   "generation": "2024 (2nd Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.2L Turbo I3 (LIH)",
   "engineFamily": "GM Small Turbo EcoTec I3",
   "marketYears": "2024",
   "msrpRange": "$21,000-$25,000",
   "tireSize": "215/60R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 28,
    "mpgHighway": 32,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "CVT shudder",
    "1.2L Turbo",
    "Road noise",
    "Limited features"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT shudder",
     "cause": "CVT belt wear",
     "fix": "CVT fluid exchange.",
     "affectedYears": null
    },
    {
     "symptom": "Road noise",
     "cause": "Insulation inadequacy",
     "fix": "No OEM fix.",
     "affectedYears": null
    },
    {
     "symptom": "Limited features on base trim",
     "cause": "Trim level",
     "fix": "No fix; upgrade trim.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "gmc-hummer-ev-suv",
   "make": "GMC",
   "model": "Hummer EV SUV",
   "generation": "2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "Ultium EV Powertrain",
   "engineFamily": "GM Ultium (Blazer EV / Equinox EV / Hummer / Lyriq)",
   "marketYears": "2024",
   "msrpRange": "$90,000-$110,000",
   "tireSize": "305/55R22",
   "tirePressurePsi": 42,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 59,
    "mpgHighway": 48,
    "mpgCombined": 53,
    "evMpge": 63,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "Software issues",
    "12V battery",
    "Tire wear",
    "DC charging"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Software system instability on early Ultium models",
     "tsb": null,
     "fix": "OTA updates",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-transit-connect",
   "make": "Ford",
   "model": "Transit Connect",
   "generation": "2019-2024 (2nd Gen)",
   "bodyType": "Van",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.0L Turbo I4 (EcoBoost)",
   "engineFamily": "Ford EcoBoost I4",
   "marketYears": "2019-2024",
   "msrpRange": "$28,000-$38,000",
   "tireSize": "205/65R16",
   "tirePressurePsi": 51,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 27,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Transmission",
    "2.0L EcoBoost",
    "Sync infotainment",
    "Cargo area rust"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "2.0L EcoBoost coolant intrusion",
     "tsb": null,
     "fix": "Engine short block replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible leak",
     "cause": "2.0L cylinder head casting defect allowing coolant intrusion",
     "fix": "Engine short block replacement under TSB.",
     "affectedYears": null
    },
    {
     "symptom": "8-speed transmission harsh shifts",
     "cause": "8F35 valve body wear",
     "fix": "TCM update; valve body replacement if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-land-cruiser-2024",
   "make": "Toyota",
   "model": "Land Cruiser",
   "generation": "2024 (J300 hybrid)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "3.4L Twin-Turbo V6 Hybrid (V35A-FTS i-FORCE MAX)",
   "engineFamily": "Toyota i-FORCE MAX Hybrid V6",
   "marketYears": "2024",
   "msrpRange": "$55,000-$75,000",
   "tireSize": "265/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 25,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "Turbo wastegate rattle",
    "Hybrid inverter pump",
    "Infotainment touchpad",
    "Tire cost"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Turbo wastegate rattle on early production",
     "tsb": null,
     "fix": "Turbocharger inspection per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Turbo wastegate rattle at deceleration 2500-3500 RPM",
     "cause": "Wastegate actuator rod bushing wear",
     "fix": "Turbocharger inspection; actuator or turbo replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Hybrid inverter pump noise and warning",
     "cause": "Inverter coolant pump failure",
     "fix": "Inverter coolant pump replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Tailgate power open/close failure",
     "cause": "Tailgate actuator motor wear",
     "fix": "Tailgate actuator replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-c-hr",
   "make": "Toyota",
   "model": "C-HR",
   "generation": "2018-2022 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.0L I4 (M20A-FKS)",
   "engineFamily": "Toyota Dynamic Force I4",
   "marketYears": "2018-2022",
   "msrpRange": "$22,000-$28,000",
   "tireSize": "215/60R17",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 27,
    "mpgHighway": 31,
    "mpgCombined": 29,
    "evMpge": null,
    "sourceYear": 2019,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Road noise",
    "Slow acceleration",
    "Infotainment lag"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT whine under acceleration",
     "cause": "CVT belt wear",
     "fix": "CVT fluid at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup causing rough idle",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Water pump weepage",
     "cause": "Water pump bearing seal wear",
     "fix": "Water pump replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-highlander-hybrid",
   "make": "Toyota",
   "model": "Highlander Hybrid",
   "generation": "2020-2024 (4th Gen)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.5L I4 Hybrid (A25A-FXS)",
   "engineFamily": "Toyota THS II Hybrid",
   "marketYears": "2020-2024",
   "msrpRange": "$40,000-$50,000",
   "tireSize": "235/55R19",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 36,
    "mpgHighway": 35,
    "mpgCombined": 36,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "HV battery degradation",
    "12V battery drain",
    "Infotainment lag",
    "Brake actuator noise"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Fuel pump impeller deformation causing stall",
     "tsb": "20TP-02",
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-grand-highlander",
   "make": "Toyota",
   "model": "Grand Highlander",
   "generation": "2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.5L I4 Hybrid (A25A-FXS)",
   "engineFamily": "Toyota THS II Hybrid",
   "marketYears": "2024",
   "msrpRange": "$43,000-$55,000",
   "tireSize": "255/65R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 28,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "Infotainment lag",
    "HV battery",
    "12V battery drain",
    "Rear suspension"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Fuel pump impeller deformation causing stall",
     "tsb": "20TP-02",
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-prius-2023",
   "make": "Toyota",
   "model": "Prius",
   "generation": "2023-2024 (5th Gen)",
   "bodyType": "Hatchback",
   "fuelType": "hybrid",
   "drivetrain": "FWD",
   "engine": "2.5L I4 Hybrid (A25A-FXS)",
   "engineFamily": "Toyota THS II Hybrid",
   "marketYears": "2023-2024",
   "msrpRange": "$28,000-$36,000",
   "tireSize": "195/65R15",
   "tirePressurePsi": 36,
   "batteryGroup": "51R",
   "batteryCca": 475,
   "epa": {
    "mpgCity": 54,
    "mpgHighway": 50,
    "mpgCombined": 52,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "HV battery degradation",
    "12V battery drain",
    "Infotainment lag",
    "Rear wiper"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Fuel pump impeller deformation causing stall",
     "tsb": "20TP-02",
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-civic-si",
   "make": "Honda",
   "model": "Civic Si",
   "generation": "2022-2024 (11th Gen)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.5L Turbo I4 (L15B7/L15C)",
   "engineFamily": "Honda Earth Dreams Turbo",
   "marketYears": "2022-2024",
   "msrpRange": "$28,000-$31,000",
   "tireSize": "235/40R18",
   "tirePressurePsi": 33,
   "batteryGroup": "51R",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 29,
    "mpgHighway": 37,
    "mpgCombined": 32,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Manual transmission synchro",
    "Oil dilution",
    "Brake pad wear",
    "Turbo wastegate rattle"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Oil dilution in cold climate short-trip driving",
     "tsb": null,
     "fix": "Oil at 5k; software update for fuel mapping",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Oil dilution (fuel in oil) in cold climate short trips",
     "cause": "Direct injection fuel wash past rings during cold operation",
     "fix": "Oil change at 5k miles in cold climate. Avoid short trips. Use top-tier fuel.",
     "affectedYears": null
    },
    {
     "symptom": "CVT hesitation under hard acceleration",
     "cause": "CVT belt and pulley calibration",
     "fix": "TCM software update; CVT fluid at 30k.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle at deceleration",
     "cause": "Wastegate actuator rod wear",
     "fix": "Turbo inspection.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 40000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-civic-hatchback",
   "make": "Honda",
   "model": "Civic Hatchback",
   "generation": "2022-2024 (11th Gen)",
   "bodyType": "Hatchback",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.5L Turbo I4 (L15B7/L15C)",
   "engineFamily": "Honda Earth Dreams Turbo",
   "marketYears": "2022-2024",
   "msrpRange": "$24,000-$30,000",
   "tireSize": "215/55R16",
   "tirePressurePsi": 33,
   "batteryGroup": "51R",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 29,
    "mpgHighway": 37,
    "mpgCombined": 32,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT hesitation",
    "Oil dilution",
    "Road noise",
    "Infotainment connectivity"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Oil dilution in cold climate short-trip driving",
     "tsb": null,
     "fix": "Oil at 5k; software update for fuel mapping",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Oil dilution (fuel in oil) in cold climate short trips",
     "cause": "Direct injection fuel wash past rings during cold operation",
     "fix": "Oil change at 5k miles in cold climate. Avoid short trips. Use top-tier fuel.",
     "affectedYears": null
    },
    {
     "symptom": "CVT hesitation under hard acceleration",
     "cause": "CVT belt and pulley calibration",
     "fix": "TCM software update; CVT fluid at 30k.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle at deceleration",
     "cause": "Wastegate actuator rod wear",
     "fix": "Turbo inspection.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 40000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-accord-2024-hybrid",
   "make": "Honda",
   "model": "Accord Hybrid",
   "generation": "2023-2024 (11th Gen)",
   "bodyType": "Sedan",
   "fuelType": "hybrid",
   "drivetrain": "FWD",
   "engine": "2.0L I4 Hybrid (LFA1)",
   "engineFamily": "Honda i-MMD Hybrid",
   "marketYears": "2023-2024",
   "msrpRange": "$32,000-$40,000",
   "tireSize": "225/50R17",
   "tirePressurePsi": 33,
   "batteryGroup": "51R",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 48,
    "mpgHighway": 48,
    "mpgCombined": 48,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "HV battery concerns",
    "Brake system noise",
    "Infotainment lag",
    "AC performance"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-escape-hybrid",
   "make": "Ford",
   "model": "Escape Hybrid",
   "generation": "2020-2024 (4th Gen)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.5L I4 Hybrid (Atkinson)",
   "engineFamily": "Ford Hybrid System",
   "marketYears": "2020-2024",
   "msrpRange": "$30,000-$40,000",
   "tireSize": "225/60R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 28,
    "mpgHighway": 34,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Hybrid system warnings",
    "8-speed transmission",
    "Sync infotainment",
    "AC condenser"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-e-transit",
   "make": "Ford",
   "model": "E-Transit",
   "generation": "2022-2024 (1st Gen)",
   "bodyType": "Van",
   "fuelType": "ev",
   "drivetrain": "RWD",
   "engine": "98 kWh / 131 kWh EV Powertrain",
   "engineFamily": "Ford EV (F-150 Lightning / E-Transit)",
   "marketYears": "2022-2024",
   "msrpRange": "$45,000-$60,000",
   "tireSize": "235/65R16",
   "tirePressurePsi": 65,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 90,
    "mpgHighway": 77,
    "mpgCombined": 84,
    "evMpge": 40,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failure",
    "Range in cold",
    "Sync infotainment",
    "DC charging speed"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "12V battery failures",
     "tsb": null,
     "fix": "Replace 12V battery",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-mustang-ecoboost",
   "make": "Ford",
   "model": "Mustang EcoBoost",
   "generation": "2018-2024 (6th Gen S550)",
   "bodyType": "Coupe",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "2.3L Turbo I4 (EcoBoost)",
   "engineFamily": "Ford EcoBoost I4",
   "marketYears": "2018-2024",
   "msrpRange": "$28,000-$38,000",
   "tireSize": "235/50R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 29,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Turbo wastegate rattle",
    "10-speed transmission",
    "Carbon buildup (GDI)",
    "Brake pad wear"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "Turbo wastegate rattle",
     "tsb": null,
     "fix": "Turbo inspection per TSB",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Turbo wastegate rattle at deceleration",
     "cause": "Wastegate actuator rod wear",
     "fix": "Turbocharger inspection/replacement.",
     "affectedYears": null
    },
    {
     "symptom": "10-speed transmission harsh shifts",
     "cause": "10R60 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-mustang-gt",
   "make": "Ford",
   "model": "Mustang GT",
   "generation": "2018-2024 (6th Gen S550)",
   "bodyType": "Coupe",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "5.0L V8 (Coyote)",
   "engineFamily": "Ford Coyote V8",
   "marketYears": "2018-2024",
   "msrpRange": "$38,000-$55,000",
   "tireSize": "275/40R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 10,
    "mpgHighway": 17,
    "mpgCombined": 12,
    "evMpge": null,
    "sourceYear": 2025,
    "estimated": false
   },
   "commonProblems": [
    "10-speed transmission",
    "Oil consumption",
    "Active valve exhaust noise",
    "MT82 manual transmission issues"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "Oil consumption above spec on some VINs",
     "tsb": null,
     "fix": "Oil consumption test; ring replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "10-speed transmission harsh shifts",
     "cause": "10R80 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "Oil consumption — 5.0L Coyote",
     "cause": "Piston ring wear",
     "fix": "Oil consumption test; ring replacement if confirmed.",
     "affectedYears": null
    },
    {
     "symptom": "MT82 manual transmission notchy shifting",
     "cause": "Synchro and shifter wear",
     "fix": "Transmission rebuild; shifter upgrade.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-explorer-hybrid",
   "make": "Ford",
   "model": "Explorer Hybrid",
   "generation": "2020-2024 (6th Gen U625)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "3.3L V6 Hybrid",
   "engineFamily": "Ford Hybrid V6",
   "marketYears": "2020-2024",
   "msrpRange": "$42,000-$55,000",
   "tireSize": "255/60R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 28,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Hybrid system warnings",
    "10-speed transmission",
    "Sync infotainment",
    "AC condenser"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Hybrid system warning",
     "cause": "HV battery or inverter",
     "fix": "Diagnostic at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "10-speed transmission shudder",
     "cause": "10R60 fluid",
     "fix": "Fluid flush.",
     "affectedYears": null
    },
    {
     "symptom": "AC condenser failure",
     "cause": "Condenser fin cracking from debris",
     "fix": "Replace condenser.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-bolt-euv",
   "make": "Chevrolet",
   "model": "Bolt EUV",
   "generation": "2022-2023 (1st Gen)",
   "bodyType": "Hatchback",
   "fuelType": "ev",
   "drivetrain": "FWD",
   "engine": "60-66 kWh EV Powertrain",
   "engineFamily": "GM BEV2 (Bolt)",
   "marketYears": "2022-2023",
   "msrpRange": "$27,000-$33,000",
   "tireSize": "215/50R17",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 125,
    "mpgHighway": 104,
    "mpgCombined": 115,
    "evMpge": 29,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Battery fire recall",
    "12V battery failure",
    "DC charging throttle",
    "Infotainment lag"
   ],
   "yearIssues": [
    {
     "years": "2017-2022",
     "issue": "Battery fire risk recall",
     "tsb": null,
     "fix": "Battery module replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Battery fire risk",
     "cause": "Battery cell manufacturing defect",
     "fix": "Battery module replacement or software limit under recall.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging thermal throttling",
     "cause": "Battery thermal management",
     "fix": "No fix; pre-condition before charging.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-express",
   "make": "Chevrolet",
   "model": "Express 2500",
   "generation": "2018-2024 (3rd Gen)",
   "bodyType": "Van",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "3.6L V6 (LFX/LGW)",
   "engineFamily": "GM High Feature V6",
   "marketYears": "2018-2024",
   "msrpRange": "$36,000-$48,000",
   "tireSize": "245/75R16",
   "tirePressurePsi": 60,
   "batteryGroup": "65",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 25,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2024,
    "estimated": true
   },
   "commonProblems": [
    "8-speed transmission",
    "AC compressor",
    "3.6L timing chain",
    "Infotainment outdated"
   ],
   "yearIssues": [
    {
     "years": "2012-2017",
     "issue": "3.6L timing chain stretch",
     "tsb": null,
     "fix": "Timing chain replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Rattle at cold start 2-3 seconds from front of engine",
     "cause": "3.6L timing chain tensioner wear allowing chain slap",
     "fix": "Timing chain, tensioner, and guides replacement. Catch before chain jumps to avoid valve damage.",
     "affectedYears": null
    },
    {
     "symptom": "Check engine P0008/P0009 (timing chain codes)",
     "cause": "Stretched timing chain beyond learned adjustment",
     "fix": "Timing chain replacement mandatory. Do not delay — chain failure destroys engine.",
     "affectedYears": null
    },
    {
     "symptom": "9T65/9T50 transmission harsh 1-2 and 2-1 shifts",
     "cause": "Valve body wear and TCM calibration drift",
     "fix": "TCM software update; valve body replacement if hardware confirmed.",
     "affectedYears": null
    },
    {
     "symptom": "Misfire with wet intake valves (borescope)",
     "cause": "Direct injection carbon buildup",
     "fix": "Walnut blast at 60k miles. Top-tier fuel slows recurrence.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "gmc-savana",
   "make": "GMC",
   "model": "Savana 2500",
   "generation": "2018-2024 (3rd Gen)",
   "bodyType": "Van",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "3.6L V6 (LFX/LGW)",
   "engineFamily": "GM High Feature V6",
   "marketYears": "2018-2024",
   "msrpRange": "$38,000-$50,000",
   "tireSize": "245/75R16",
   "tirePressurePsi": 60,
   "batteryGroup": "65",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 25,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2024,
    "estimated": true
   },
   "commonProblems": [
    "8-speed transmission",
    "AC compressor",
    "3.6L timing chain",
    "Infotainment outdated"
   ],
   "yearIssues": [
    {
     "years": "2012-2017",
     "issue": "3.6L timing chain stretch",
     "tsb": null,
     "fix": "Timing chain replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Rattle at cold start 2-3 seconds from front of engine",
     "cause": "3.6L timing chain tensioner wear allowing chain slap",
     "fix": "Timing chain, tensioner, and guides replacement. Catch before chain jumps to avoid valve damage.",
     "affectedYears": null
    },
    {
     "symptom": "Check engine P0008/P0009 (timing chain codes)",
     "cause": "Stretched timing chain beyond learned adjustment",
     "fix": "Timing chain replacement mandatory. Do not delay — chain failure destroys engine.",
     "affectedYears": null
    },
    {
     "symptom": "9T65/9T50 transmission harsh 1-2 and 2-1 shifts",
     "cause": "Valve body wear and TCM calibration drift",
     "fix": "TCM software update; valve body replacement if hardware confirmed.",
     "affectedYears": null
    },
    {
     "symptom": "Misfire with wet intake valves (borescope)",
     "cause": "Direct injection carbon buildup",
     "fix": "Walnut blast at 60k miles. Top-tier fuel slows recurrence.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-leaf",
   "make": "Nissan",
   "model": "Leaf",
   "generation": "2018-2024 (2nd Gen)",
   "bodyType": "Hatchback",
   "fuelType": "ev",
   "drivetrain": "FWD",
   "engine": "40-60 kWh EV Powertrain (Leaf)",
   "engineFamily": "Nissan Leaf EV",
   "marketYears": "2018-2024",
   "msrpRange": "$28,000-$38,000",
   "tireSize": "215/50R17",
   "tirePressurePsi": 36,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 123,
    "mpgHighway": 99,
    "mpgCombined": 111,
    "evMpge": 30,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "HV battery degradation",
    "12V battery failure",
    "CHAdeMO charging obsolescence",
    "Range in cold weather"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "HV battery capacity loss",
     "tsb": null,
     "fix": "Battery health diagnostic; module replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "HV battery capacity loss",
     "cause": "Battery cell degradation",
     "fix": "Battery health diagnostic; module replacement.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "Range reduction in cold weather",
     "cause": "Cold chemistry + cabin heat",
     "fix": "Pre-heat while plugged in; use seat heat.",
     "affectedYears": null
    },
    {
     "symptom": "CHAdeMO charging obsolescence",
     "cause": "CHAdeMO connector standard",
     "fix": "No fix; use CHAdeMO stations (declining availability).",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-maxima",
   "make": "Nissan",
   "model": "Maxima",
   "generation": "2016-2023 (8th Gen A36)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "3.5L V6 (VQ35DD)",
   "engineFamily": "Nissan VQ Direct Injection V6",
   "marketYears": "2016-2023",
   "msrpRange": "$34,000-$44,000",
   "tireSize": "245/45R18",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 30,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2020,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "VQ35 timing chain",
    "Infotainment outdated",
    "AC compressor"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "VQ35 timing chain rattle at cold start",
     "cause": "Timing chain tensioner wear",
     "fix": "Timing chain and tensioner replacement.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission hesitation",
     "cause": "ZF 9HP48 calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "CVT judder and slip",
     "cause": "CVT belt and valve body wear",
     "fix": "CVT fluid at 30k; unit replacement if persistent.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-rogue-sport",
   "make": "Nissan",
   "model": "Rogue Sport",
   "generation": "2017-2022 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.0L I4 (MR20DD)",
   "engineFamily": "Nissan MR Direct Injection",
   "marketYears": "2017-2022",
   "msrpRange": "$22,000-$28,000",
   "tireSize": "215/60R17",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 27,
    "mpgHighway": 31,
    "mpgCombined": 28,
    "evMpge": null,
    "sourceYear": 2019,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Road noise",
    "Infotainment outdated",
    "AC performance"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "CVT reliability concerns",
     "tsb": null,
     "fix": "CVT fluid at 30k; unit replacement if needed",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "CVT shudder under light acceleration 25-40 mph",
     "cause": "CVT belt and pulley surface wear, degraded fluid",
     "fix": "CVT fluid exchange at 30k miles; valve body replacement if persistent. Avoid full unit replacement by catching early.",
     "affectedYears": null
    },
    {
     "symptom": "Belt slip under hard acceleration (high RPM, low speed)",
     "cause": "CVT belt wear beyond tolerance",
     "fix": "CVT unit replacement if fluid exchange does not resolve. Use only OEM NS-2/NS-3 spec fluid.",
     "affectedYears": null
    },
    {
     "symptom": "Hesitation on tip-in from stop",
     "cause": "CVT valve body calibration drift",
     "fix": "TCM software update from dealership; valve body replacement if hardware wear confirmed.",
     "affectedYears": null
    },
    {
     "symptom": "Whine noise increasing with vehicle speed",
     "cause": "CVT bearing wear in pulley shaft",
     "fix": "CVT unit replacement — bearing replacement is not serviceable separately.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 105000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "hyundai-elantra-n",
   "make": "Hyundai",
   "model": "Elantra N",
   "generation": "2022-2024 (CN7)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.0L / 2.5L Turbo GDI (Lambda II Turbo)",
   "engineFamily": "Hyundai Lambda Turbo",
   "marketYears": "2022-2024",
   "msrpRange": "$33,000-$36,000",
   "tireSize": "235/40R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 30,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Turbo wastegate rattle",
    "GDI carbon buildup",
    "Brake pad wear (track)",
    "DCT rough engagement"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Turbo wastegate rattle",
     "cause": "Wastegate actuator",
     "fix": "Turbo inspection.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Brake pad wear",
     "cause": "Performance pad compound",
     "fix": "Replace with aftermarket pads.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "hyundai-kona-n",
   "make": "Hyundai",
   "model": "Kona N",
   "generation": "2022-2024 (OS2)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.0L / 2.5L Turbo GDI (Lambda II Turbo)",
   "engineFamily": "Hyundai Lambda Turbo",
   "marketYears": "2022-2024",
   "msrpRange": "$35,000-$38,000",
   "tireSize": "235/40R19",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 27,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Turbo wastegate rattle",
    "GDI carbon buildup",
    "Brake pad wear",
    "DCT rough engagement"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Turbo wastegate rattle",
     "cause": "Wastegate actuator",
     "fix": "Turbo inspection.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Brake pad wear",
     "cause": "Performance pad compound",
     "fix": "Replace with aftermarket pads.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "hyundai-ioniq-5-n",
   "make": "Hyundai",
   "model": "Ioniq 5 N",
   "generation": "2024 (NE N)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "58-84 kWh EV Powertrain (E-GMP)",
   "engineFamily": "Hyundai E-GMP (Ioniq 5/6, EV6/9, GV60)",
   "marketYears": "2024",
   "msrpRange": "$61,000-$66,000",
   "tireSize": "275/35R21",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 84,
    "mpgHighway": 72,
    "mpgCombined": 78,
    "evMpge": 43,
    "sourceYear": 2025,
    "estimated": false
   },
   "commonProblems": [
    "12V battery",
    "Software issues",
    "Tire wear (21\")",
    "DC charging in heat"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "ICCU failure",
     "tsb": null,
     "fix": "ICCU replacement per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "ICCU (Integrated Charge Control Unit) failure",
     "cause": "ICCU internal component failure",
     "fix": "Replace ICCU module.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "DC charging speed reduction in heat",
     "cause": "Battery thermal management",
     "fix": "Pre-condition; charge in shaded/cooler conditions.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-stinger",
   "make": "Kia",
   "model": "Stinger",
   "generation": "2018-2023 (1st Gen CK)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "3.8L V6 (Lambda II GDI)",
   "engineFamily": "Hyundai Lambda V6",
   "marketYears": "2018-2023",
   "msrpRange": "$37,000-$52,000",
   "tireSize": "225/45R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 29,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2020,
    "estimated": false
   },
   "commonProblems": [
    "OCV ticking",
    "GDI carbon buildup",
    "Brake pad wear",
    "Infotainment lag"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "OCV ticking — VVT actuator",
     "cause": "Oil control valve sticking",
     "fix": "Replace OCV.",
     "affectedYears": null
    },
    {
     "symptom": "Power tailgate failure",
     "cause": "Tailgate motor wear",
     "fix": "Replace tailgate motor.",
     "affectedYears": null
    },
    {
     "symptom": "AC compressor failure",
     "cause": "Compressor clutch bearing wear",
     "fix": "Replace AC compressor.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-ev6-gt",
   "make": "Kia",
   "model": "EV6 GT",
   "generation": "2023-2024 (CV GT)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "58-84 kWh EV Powertrain (E-GMP)",
   "engineFamily": "Hyundai E-GMP (Ioniq 5/6, EV6/9, GV60)",
   "marketYears": "2023-2024",
   "msrpRange": "$61,000-$62,000",
   "tireSize": "235/40R21",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 85,
    "mpgHighway": 74,
    "mpgCombined": 79,
    "evMpge": 42,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "12V battery",
    "ICCU failure",
    "Tire wear (21\")",
    "Software OTA"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "ICCU failure",
     "tsb": null,
     "fix": "ICCU replacement per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "ICCU (Integrated Charge Control Unit) failure",
     "cause": "ICCU internal component failure",
     "fix": "Replace ICCU module.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "DC charging speed reduction in heat",
     "cause": "Battery thermal management",
     "fix": "Pre-condition; charge in shaded/cooler conditions.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mazda-cx50-hybrid",
   "make": "Mazda",
   "model": "CX-50 Hybrid",
   "generation": "2024 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.5L I4 Hybrid (A25A-FXS)",
   "engineFamily": "Toyota THS II Hybrid",
   "marketYears": "2024",
   "msrpRange": "$33,000-$42,000",
   "tireSize": "225/65R17",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 24,
    "mpgHighway": 30,
    "mpgCombined": 27,
    "evMpge": null,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "HV battery",
    "12V battery drain",
    "Infotainment",
    "Rear suspension"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Fuel pump impeller deformation causing stall",
     "tsb": "20TP-02",
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "subaru-outback-wilderness",
   "make": "Subaru",
   "model": "Outback Wilderness",
   "generation": "2022-2024 (7th Gen BT)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.4L Turbo H4 (FA24F)",
   "engineFamily": "Subaru FA Turbo Boxer",
   "marketYears": "2022-2024",
   "msrpRange": "$38,000-$42,000",
   "tireSize": "225/65R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 26,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability",
    "Windshield cracking",
    "Oil consumption",
    "Ride height confusion"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "12V battery drain from telematics",
     "tsb": null,
     "fix": "Software update",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "CVT shudder and delayed engagement",
     "cause": "CVT chain and valve body wear",
     "fix": "CVT fluid at 30k; valve body if persistent.",
     "affectedYears": null
    },
    {
     "symptom": "Windshield cracking",
     "cause": "Acoustic glass fragility",
     "fix": "Replace with OEM glass.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain",
     "cause": "Telematics module sleep issue",
     "fix": "Software update for telematics.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volkswagen-id7",
   "make": "Volkswagen",
   "model": "ID.7",
   "generation": "2024 (1st Gen)",
   "bodyType": "Sedan",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "100 kWh EV Powertrain (PPE)",
   "engineFamily": "VW PPE (Macan EV, Q6 e-tron, ID.7, Taycan, e-tron GT)",
   "marketYears": "2024",
   "msrpRange": "$50,000-$60,000",
   "tireSize": "225/55R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 104,
    "mpgHighway": 89,
    "mpgCombined": 97,
    "evMpge": 35,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "12V battery",
    "Software issues",
    "Infotainment",
    "DC charging in cold"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volkswagen-atlas-cross-sport",
   "make": "Volkswagen",
   "model": "Atlas Cross Sport",
   "generation": "2020-2024 (1st Gen A21)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (EA888 Gen 3B)",
   "engineFamily": "VW EA888 Gen 3",
   "marketYears": "2020-2024",
   "msrpRange": "$35,000-$48,000",
   "tireSize": "255/55R19",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 18,
    "mpgHighway": 23,
    "mpgCombined": 20,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Water pump failure",
    "Timing chain tensioner",
    "GDI carbon buildup",
    "Infotainment MIB"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "EA888 water pump failure",
     "tsb": null,
     "fix": "Water pump replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible leak",
     "cause": "EA888 electric water pump failure (bearing/seal)",
     "fix": "Replace water pump with updated revision. Check for coolant in wiring harness connector.",
     "affectedYears": null
    },
    {
     "symptom": "Cold start rattle 1-3 seconds from timing cover",
     "cause": "EA888 timing chain tensioner wear",
     "fix": "Timing chain, tensioner, and guides replacement. Updated tensioner revision available.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire codes",
     "cause": "Intake valve carbon buildup (direct injection)",
     "fix": "Walnut blast at 60k miles. Top-tier fuel with PEA additive slows recurrence.",
     "affectedYears": null
    },
    {
     "symptom": "PCV system causing lean codes and rough idle",
     "cause": "PCV valve integrated in valve cover failing",
     "fix": "Replace valve cover assembly (PCV not serviced separately).",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "jeep-grand-cherokee-l",
   "make": "Jeep",
   "model": "Grand Cherokee L",
   "generation": "2021-2024 (WL)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "3.6L V6 (Pentastar)",
   "engineFamily": "Chrysler Pentastar V6",
   "marketYears": "2021-2024",
   "msrpRange": "$41,000-$65,000",
   "tireSize": "265/50R20",
   "tirePressurePsi": 36,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 26,
    "mpgCombined": 21,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "3.6L lifter failure",
    "8-speed transmission",
    "Air suspension",
    "Uconnect reboots"
   ],
   "yearIssues": [
    {
     "years": "2014-2018",
     "issue": "3.6L roller lifter failure",
     "tsb": null,
     "fix": "Lifter and camshaft replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "3.6L lifter/camshaft failure",
     "cause": "Roller lifter failure scoring camshaft",
     "fix": "Replace lifters and camshaft.",
     "affectedYears": null
    },
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "ZF 9HP48 calibration",
     "fix": "TCM software update.",
     "affectedYears": null
    },
    {
     "symptom": "Engine oil consumption",
     "cause": "2.4L Tigershark / 3.6L ring wear",
     "fix": "Oil consumption test; engine replacement if confirmed.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "jeep-wrangler-rubicon-392",
   "make": "Jeep",
   "model": "Wrangler Rubicon 392",
   "generation": "2021-2024 (JL)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "6.4L V8 (HEMI 392)",
   "engineFamily": "Chrysler HEMI V8",
   "marketYears": "2021-2024",
   "msrpRange": "$75,000-$95,000",
   "tireSize": "285/70R17",
   "tirePressurePsi": 37,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 24,
    "mpgCombined": 21,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Death wobble",
    "HEMI lifter failure",
    "Fuel economy",
    "Heat under hood"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Tick progressing to knock from top of engine",
     "cause": "MDS/AFM lifter roller failure scoring camshaft",
     "fix": "Replace all lifters, camshaft, oil pump. Flush passages. Consider MDS delete to prevent recurrence.",
     "affectedYears": null
    },
    {
     "symptom": "Low oil pressure warning",
     "cause": "Debris from lifter failure clogging pickup",
     "fix": "Tow immediately. Drop pan, clean pickup, replace lifters/cam. Engine replacement if scored.",
     "affectedYears": null
    },
    {
     "symptom": "8HP75/8HP90 transmission shudder 35-55 mph",
     "cause": "Fluid thermal degradation",
     "fix": "Fluid flush with ZF Lifeguard fluid. Repeat at 60k in hot climate or towing.",
     "affectedYears": null
    },
    {
     "symptom": "Exhaust manifold tick on cold start",
     "cause": "Manifold bolt breakage (5.7L/6.4L common)",
     "fix": "Replace broken bolts with updated studs. Resurface manifold if warped.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-40",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ram-1500-rebel",
   "make": "Ram",
   "model": "1500 Rebel",
   "generation": "2019-2024 (5th Gen DT)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "3.6L V6 (Pentastar)",
   "engineFamily": "Chrysler Pentastar V6",
   "marketYears": "2019-2024",
   "msrpRange": "$45,000-$60,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 25,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "3.6L lifter failure",
    "8-speed transmission",
    "Air suspension (optional)",
    "Uconnect"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "ZF 9HP48 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "Power sliding door failure",
     "cause": "Door actuator wear",
     "fix": "Replace door actuator.",
     "affectedYears": null
    },
    {
     "symptom": "3.6L oil consumption",
     "cause": "Piston ring wear",
     "fix": "Oil consumption test.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "tesla-cybertruck",
   "make": "Tesla",
   "model": "Cybertruck",
   "generation": "2024 (1st Gen)",
   "bodyType": "Truck",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "100 kWh EV Powertrain (Model S/X/Cybertruck)",
   "engineFamily": "Tesla Large EV",
   "marketYears": "2024",
   "msrpRange": "$80,000-$100,000",
   "tireSize": "285/65R20",
   "tirePressurePsi": 42,
   "batteryGroup": "Tesla proprietary",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 85,
    "mpgHighway": 72,
    "mpgCombined": 79,
    "evMpge": 43,
    "sourceYear": 2025,
    "estimated": false
   },
   "commonProblems": [
    "12V battery",
    "Software instability",
    "Steer-by-wire calibration",
    "Tire cost"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "HVAC octovalve failure",
     "tsb": null,
     "fix": "Octovalve replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery (now Li-ion 16V on newer).",
     "affectedYears": null
    },
    {
     "symptom": "HVAC system failure — Octovalve",
     "cause": "Octovalve heat pump failure",
     "fix": "Octovalve replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Falcon wing door failure (Model X)",
     "cause": "Door actuator and sensor issues",
     "fix": "Replace door actuator/sensor.",
     "affectedYears": null
    },
    {
     "symptom": "Software instability",
     "cause": "OTA update bugs",
     "fix": "Wait for patch; report to Tesla service.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "lexus-tx",
   "make": "Lexus",
   "model": "TX",
   "generation": "2024 (1st Gen AS10)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "2.5L I4 Hybrid (A25A-FXS)",
   "engineFamily": "Toyota THS II Hybrid",
   "marketYears": "2024",
   "msrpRange": "$55,000-$70,000",
   "tireSize": "255/55R20",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 27,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2024,
    "estimated": false
   },
   "commonProblems": [
    "Infotainment touchpad",
    "12V battery drain",
    "HV battery degradation",
    "Power liftgate"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Fuel pump impeller deformation causing stall",
     "tsb": "20TP-02",
     "fix": "Fuel pump replacement under recall",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "HV battery degradation warning with P0A80",
     "cause": "Battery cell capacity loss below threshold (typically 8-10 years / 150k+ miles)",
     "fix": "Battery module diagnostic at dealership. Replacement or refurbishment of degraded modules only (not full pack if localized).",
     "affectedYears": null
    },
    {
     "symptom": "Brake actuator noise and pedal feel change",
     "cause": "Regenerative brake actuator/accumulator wear",
     "fix": "Brake actuator replacement. Bleed system per hybrid-specific procedure.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain with no-start after parking",
     "cause": "DCM/telematics module not entering sleep mode",
     "fix": "Software update for telematics. Replace 12V battery if 3+ years old.",
     "affectedYears": null
    },
    {
     "symptom": "Engine cycles unexpectedly at full HV battery",
     "cause": "Battery thermal management running engine for cabin heat",
     "fix": "Normal behavior in cold climate. Pre-heat cabin while plugged in (PHEV) to reduce engine cycling.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "bmw-m3",
   "make": "BMW",
   "model": "M3",
   "generation": "2021-2024 (G80)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "3.0L Twin-Turbo I6 (S58)",
   "engineFamily": "BMW S58 M Power",
   "marketYears": "2021-2024",
   "msrpRange": "$72,000-$95,000",
   "tireSize": "275/35R19",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 16,
    "mpgHighway": 23,
    "mpgCombined": 19,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Electric coolant pump",
    "GDI carbon buildup",
    "Brake pad wear",
    "Transmission (manual) notchy"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Electric coolant pump failure",
     "cause": "S58 coolant pump electronics",
     "fix": "Replace coolant pump.",
     "affectedYears": null
    },
    {
     "symptom": "Carbon buildup (GDI)",
     "cause": "Direct injection carbon",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "Brake pad wear at track use",
     "cause": "High-performance pad compound",
     "fix": "Replace with track pads.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-40",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 30000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mercedes-glb",
   "make": "Mercedes-Benz",
   "model": "GLB",
   "generation": "2020-2024 (X247)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (M264 + 48V)",
   "engineFamily": "Mercedes M264 Mild Hybrid",
   "marketYears": "2020-2024",
   "msrpRange": "$39,000-$48,000",
   "tireSize": "225/55R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 23,
    "mpgHighway": 31,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "MBUX infotainment",
    "GDI carbon buildup",
    "7-speed DCT rough engagement",
    "Coolant pump"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "48V ISG failure",
     "tsb": null,
     "fix": "ISG replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "48V mild hybrid warning and no auto start-stop",
     "cause": "ISG (Integrated Starter Generator) failure on M256/M264/M254",
     "fix": "Replace ISG module. Often covered under emissions warranty.",
     "affectedYears": null
    },
    {
     "symptom": "Coolant loss with no leak",
     "cause": "Electric coolant pump failure",
     "fix": "Replace coolant pump. Check wiring harness for coolant intrusion.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire",
     "cause": "GDI intake valve carbon buildup",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "MBUX Hyperscreen/infotainment reboots",
     "cause": "Software instability",
     "fix": "Software update at dealership. Module replacement if persistent.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mercedes-s-class",
   "make": "Mercedes-Benz",
   "model": "S-Class",
   "generation": "2021-2024 (W223)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "3.0L Turbo I6 (M256 + 48V)",
   "engineFamily": "Mercedes M256 Mild Hybrid I6",
   "marketYears": "2021-2024",
   "msrpRange": "$110,000-$120,000",
   "tireSize": "255/40R20",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 29,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "48V ISG failure",
    "Airmatic suspension",
    "MBUX reboots",
    "GDI carbon buildup"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "48V ISG failure",
     "tsb": null,
     "fix": "ISG replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "48V mild hybrid warning and no auto start-stop",
     "cause": "ISG (Integrated Starter Generator) failure on M256/M264/M254",
     "fix": "Replace ISG module. Often covered under emissions warranty.",
     "affectedYears": null
    },
    {
     "symptom": "Coolant loss with no leak",
     "cause": "Electric coolant pump failure",
     "fix": "Replace coolant pump. Check wiring harness for coolant intrusion.",
     "affectedYears": null
    },
    {
     "symptom": "Rough idle and misfire",
     "cause": "GDI intake valve carbon buildup",
     "fix": "Walnut blast at 60k miles.",
     "affectedYears": null
    },
    {
     "symptom": "MBUX Hyperscreen/infotainment reboots",
     "cause": "Software instability",
     "fix": "Software update at dealership. Module replacement if persistent.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "audi-e-tron-gt",
   "make": "Audi",
   "model": "e-tron GT",
   "generation": "2022-2024 (J1)",
   "bodyType": "Sedan",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "100 kWh EV Powertrain (PPE)",
   "engineFamily": "VW PPE (Macan EV, Q6 e-tron, ID.7, Taycan, e-tron GT)",
   "marketYears": "2022-2024",
   "msrpRange": "$100,000-$150,000",
   "tireSize": "245/45R19",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 81,
    "mpgHighway": 83,
    "mpgCombined": 82,
    "evMpge": 41,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "12V battery",
    "PCM reboots",
    "Air suspension",
    "DC charging in cold"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "audi-q4-e-tron",
   "make": "Audi",
   "model": "Q4 e-tron",
   "generation": "2022-2024 (J1)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "62-82 kWh EV Powertrain (MEB)",
   "engineFamily": "VW MEB (ID.4, ID.5, ID.Buzz, Q4 e-tron)",
   "marketYears": "2022-2024",
   "msrpRange": "$45,000-$55,000",
   "tireSize": "235/50R20",
   "tirePressurePsi": 38,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 112,
    "mpgHighway": 94,
    "mpgCombined": 103,
    "evMpge": 33,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "12V battery",
    "Infotainment reboots",
    "DC charging in cold",
    "Software OTA"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "12V battery failures",
     "tsb": null,
     "fix": "Replace 12V battery",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Vehicle will not \"start\" — no contactor click",
     "cause": "12V battery degraded below threshold to close HV contactors",
     "fix": "Replace 12V battery. Do NOT jump from another EV; use dedicated 12V jump per OEM procedure.",
     "affectedYears": null
    },
    {
     "symptom": "DC fast charging slower than expected, especially in cold",
     "cause": "Battery thermal management limiting charge to protect cells",
     "fix": "Pre-condition battery via navigation to charger (Tesla/OEM app). Accept slower L2 in extreme cold.",
     "affectedYears": null
    },
    {
     "symptom": "Range drops 30-40% in winter",
     "cause": "Cold battery chemistry plus cabin heating load",
     "fix": "Pre-heat cabin while plugged in. Use seat/steering heat instead of full cabin HVAC. Park indoors when possible.",
     "affectedYears": null
    },
    {
     "symptom": "Infotainment black screen or reboot loop",
     "cause": "Software instability, APIM/module failure",
     "fix": "Soft reset (scroll wheels); if persistent, software update or module replacement at dealership.",
     "affectedYears": null
    },
    {
     "symptom": "12V battery drain when parked",
     "cause": "Telematics module not sleeping, sentry/cabin camera active",
     "fix": "Disable sentry/cabin camera when parked at home. Software update for telematics sleep issue.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volvo-s60",
   "make": "Volvo",
   "model": "S60",
   "generation": "2019-2024 (3rd Gen)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (B4204T) + Hybrid",
   "engineFamily": "Volvo VEA B4204",
   "marketYears": "2019-2024",
   "msrpRange": "$39,000-$48,000",
   "tireSize": "235/45R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 26,
    "mpgHighway": 35,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Oil consumption",
    "Coolant leak (thermostat)",
    "Sensus infotainment lag",
    "Brake rotor warping"
   ],
   "yearIssues": [
    {
     "years": "2016-2020",
     "issue": "Oil consumption above spec",
     "tsb": null,
     "fix": "Oil consumption test; ring replacement",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Oil consumption — 2.0L turbo",
     "cause": "Piston ring and PCV system",
     "fix": "Oil consumption test; ring replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Coolant leak — thermostat housing",
     "cause": "Plastic thermostat housing",
     "fix": "Replace thermostat housing.",
     "affectedYears": null
    },
    {
     "symptom": "Sensus infotainment lag",
     "cause": "Software/hardware limitation",
     "fix": "Software update.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "lucid-gravity",
   "make": "Lucid",
   "model": "Gravity",
   "generation": "2025 (1st Gen)",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "88-118 kWh 900V EV Powertrain",
   "engineFamily": "Lucid 900V EV",
   "marketYears": "2025",
   "msrpRange": "$80,000-$95,000",
   "tireSize": "255/45R21",
   "tirePressurePsi": 38,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 113,
    "mpgHighway": 103,
    "mpgCombined": 108,
    "evMpge": 31,
    "sourceYear": 2025,
    "estimated": false
   },
   "commonProblems": [
    "12V battery",
    "Software instability",
    "Tire cost",
    "DC charging variation"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Glass roof cracking",
     "tsb": null,
     "fix": "Roof replacement under warranty",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "12V battery failure",
     "cause": "12V degradation",
     "fix": "Replace 12V battery.",
     "affectedYears": null
    },
    {
     "symptom": "Software system instability",
     "cause": "Early production bugs",
     "fix": "OTA update.",
     "affectedYears": null
    },
    {
     "symptom": "Glass roof cracking",
     "cause": "Stress fracture",
     "fix": "Roof replacement under warranty.",
     "affectedYears": null
    },
    {
     "symptom": "DC charging speed variation",
     "cause": "Thermal management",
     "fix": "Pre-condition; avoid extreme heat.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "N/A (electric)",
    "oilIntervalMiles": 0,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ram-promaster",
   "make": "Ram",
   "model": "ProMaster 2500",
   "generation": "2019-2024 (3rd Gen)",
   "bodyType": "Van",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "3.6L V6 (Pentastar)",
   "engineFamily": "Chrysler Pentastar V6",
   "marketYears": "2019-2024",
   "msrpRange": "$38,000-$50,000",
   "tireSize": "245/75R16",
   "tirePressurePsi": 65,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 28,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "3.6L lifter failure",
    "9-speed transmission",
    "Uconnect",
    "Cargo area rust"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "9-speed transmission harsh shifts",
     "cause": "ZF 9HP48 calibration",
     "fix": "TCM update.",
     "affectedYears": null
    },
    {
     "symptom": "Power sliding door failure",
     "cause": "Door actuator wear",
     "fix": "Replace door actuator.",
     "affectedYears": null
    },
    {
     "symptom": "3.6L oil consumption",
     "cause": "Piston ring wear",
     "fix": "Oil consumption test.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 100000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "gmc-yukon-xl",
   "make": "GMC",
   "model": "Yukon XL",
   "generation": "2021-2024 (5th Gen T1)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "5.3L V8 (L84 EcoTec3)",
   "engineFamily": "GM Small Block V8 (AFM)",
   "marketYears": "2021-2024",
   "msrpRange": "$60,000-$85,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "65",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 14,
    "mpgHighway": 20,
    "mpgCombined": 16,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "AFM lifter failure",
    "10-speed transmission",
    "Air suspension",
    "Infotainment lag"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "AFM lifter failure",
     "tsb": null,
     "fix": "Lifter and camshaft replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Tick/knock from top of engine that progresses",
     "cause": "AFM/DOD lifter roller failure scoring camshaft lobes",
     "fix": "Replace all lifters (not just AFM cylinders), camshaft, and oil pump. Flush oil passages. Consider AFM delete tune.",
     "affectedYears": null
    },
    {
     "symptom": "Low oil pressure warning with P0521",
     "cause": "Metal debris from lifter failure clogging oil pickup screen",
     "fix": "Do NOT drive. Tow to shop. Drop oil pan, clean pickup, replace lifters/camshaft. Full engine replacement if scored.",
     "affectedYears": null
    },
    {
     "symptom": "8L90/8L45 transmission shudder 35-55 mph",
     "cause": "ATF thermal degradation damaging torque converter clutch",
     "fix": "Flush with low-viscosity Mobil 1 LV ATF. Replace converter if shudder persists after flush.",
     "affectedYears": null
    },
    {
     "symptom": "10-speed transmission harsh 2-1 downshift",
     "cause": "10L80 TCM calibration",
     "fix": "TCM software update from dealership. Free under powertrain warranty.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "cadillac-escalade-v",
   "make": "Cadillac",
   "model": "Escalade-V",
   "generation": "2023-2024 (5th Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "6.2L V8 (L87 EcoTec3)",
   "engineFamily": "GM Small Block V8 (AFM)",
   "marketYears": "2023-2024",
   "msrpRange": "$150,000-$165,000",
   "tireSize": "275/50R22",
   "tirePressurePsi": 35,
   "batteryGroup": "65",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 11,
    "mpgHighway": 16,
    "mpgCombined": 13,
    "evMpge": null,
    "sourceYear": 2023,
    "estimated": false
   },
   "commonProblems": [
    "Lifter failure",
    "10-speed transmission",
    "Air suspension",
    "Brake rotor warping"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "AFM lifter failure",
     "tsb": null,
     "fix": "Lifter and camshaft replacement",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Tick/knock from top of engine that progresses",
     "cause": "AFM/DOD lifter roller failure scoring camshaft lobes",
     "fix": "Replace all lifters (not just AFM cylinders), camshaft, and oil pump. Flush oil passages. Consider AFM delete tune.",
     "affectedYears": null
    },
    {
     "symptom": "Low oil pressure warning with P0521",
     "cause": "Metal debris from lifter failure clogging oil pickup screen",
     "fix": "Do NOT drive. Tow to shop. Drop oil pan, clean pickup, replace lifters/camshaft. Full engine replacement if scored.",
     "affectedYears": null
    },
    {
     "symptom": "8L90/8L45 transmission shudder 35-55 mph",
     "cause": "ATF thermal degradation damaging torque converter clutch",
     "fix": "Flush with low-viscosity Mobil 1 LV ATF. Replace converter if shudder persists after flush.",
     "affectedYears": null
    },
    {
     "symptom": "10-speed transmission harsh 2-1 downshift",
     "cause": "10L80 TCM calibration",
     "fix": "TCM software update from dealership. Free under powertrain warranty.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-f150-raptor",
   "make": "Ford",
   "model": "F-150 Raptor",
   "generation": "2021-2024 (14th Gen P702)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "3.5L Twin-Turbo V6 (EcoBoost)",
   "engineFamily": "Ford EcoBoost V6",
   "marketYears": "2021-2024",
   "msrpRange": "$65,000-$85,000",
   "tireSize": "315/70R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 15,
    "mpgHighway": 18,
    "mpgCombined": 16,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "VCT phaser rattle",
    "10-speed transmission",
    "Fox shock wear",
    "Tire wear (35\" - 37\")"
   ],
   "yearIssues": [
    {
     "years": "2017-2020",
     "issue": "VCT phaser rattle at cold start",
     "tsb": null,
     "fix": "VCT phaser replacement per TSB",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Coolant loss with no visible external leak",
     "cause": "Cylinder head casting defect allowing coolant intrusion into cylinders (1.5L/2.0L/2.7L)",
     "fix": "Engine short block replacement under TSB. Check coolant reservoir for fuel smell.",
     "affectedYears": null
    },
    {
     "symptom": "VCT phaser rattle at cold start 1-2 seconds",
     "cause": "VCT phaser lock pin wear",
     "fix": "VCT phaser replacement (both banks) and updated oil control valves.",
     "affectedYears": null
    },
    {
     "symptom": "Turbo wastegate rattle at deceleration",
     "cause": "Wastegate actuator rod bushing wear",
     "fix": "Turbocharger replacement. Early TSB allows actuator-only replacement on some VINs.",
     "affectedYears": null
    },
    {
     "symptom": "10-speed transmission shudder 30-50 mph",
     "cause": "10R80 fluid breakdown from thermal stress",
     "fix": "Fluid flush with Mercon ULV. Repeat at 30k intervals in hot climates.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 45000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-tacoma-2024",
   "make": "Toyota",
   "model": "Tacoma",
   "generation": "2024 (4th Gen N400)",
   "bodyType": "Truck",
   "fuelType": "hybrid",
   "drivetrain": "4WD",
   "engine": "3.4L Twin-Turbo V6 Hybrid (V35A-FTS i-FORCE MAX)",
   "engineFamily": "Toyota i-FORCE MAX Hybrid V6",
   "marketYears": "2024",
   "msrpRange": "$32,000-$53,000",
   "tireSize": "265/65R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 24,
    "mpgCombined": 21,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Turbo wastegate rattle",
    "8-speed transmission",
    "Infotainment lag",
    "Tailgate actuator"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "Turbo wastegate rattle on early production",
     "tsb": null,
     "fix": "Turbocharger inspection per TSB",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Turbo wastegate rattle at deceleration 2500-3500 RPM",
     "cause": "Wastegate actuator rod bushing wear",
     "fix": "Turbocharger inspection; actuator or turbo replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Hybrid inverter pump noise and warning",
     "cause": "Inverter coolant pump failure",
     "fix": "Inverter coolant pump replacement.",
     "affectedYears": null
    },
    {
     "symptom": "Tailgate power open/close failure",
     "cause": "Tailgate actuator motor wear",
     "fix": "Tailgate actuator replacement.",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mercedes-sprinter-2500",
   "make": "Mercedes-Benz",
   "model": "Sprinter 2500/3500",
   "generation": "2019-2024 (VS30)",
   "bodyType": "Van",
   "fuelType": "diesel",
   "drivetrain": "RWD",
   "engine": "2.1L Turbo Diesel I4 (OM651)",
   "engineFamily": "Mercedes-Benz OM651 Diesel",
   "marketYears": "2019-2024",
   "msrpRange": "$45,000-$75,000",
   "tireSize": "245/75R16",
   "tirePressurePsi": 65,
   "batteryGroup": "H8",
   "batteryCca": 800,
   "epa": null,
   "commonProblems": [
    "DEF/NOx sensor failures",
    "EGR soot buildup",
    "DPF regen frequency",
    "Rear spring fatigue at GVWR"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "DEF/NOx sensor failures",
     "tsb": null,
     "fix": "Sensor replacement under warranty",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Check engine light with DEF/NOx sensor codes",
     "cause": "DEF system crystallization or NOx sensor failure",
     "fix": "DEF tank/sensor service; use fresh DEF",
     "affectedYears": "2019-2022"
    },
    {
     "symptom": "EGR cooler soot blockage — reduced power",
     "cause": "EGR soot accumulation from short trips",
     "fix": "EGR cooler cleaning or replacement; highway regen runs",
     "affectedYears": "2019-2023"
    },
    {
     "symptom": "DPF regeneration too frequent",
     "cause": "City-only duty cycles",
     "fix": "Highway burn-off runs; service DPF",
     "affectedYears": "2019-2023"
    },
    {
     "symptom": "Hard start / no start in cold",
     "cause": "Glow plug or fuel filter restriction",
     "fix": "Glow plugs; fuel filter at 20,000 mi intervals",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-40 (MB 229.52)",
    "oilIntervalMiles": 10000,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 120000,
    "brakeFluidIntervalMiles": 40000
   }
  },
  {
   "slug": "ford-f250-super-duty",
   "make": "Ford",
   "model": "F-250 Super Duty",
   "generation": "2020-2024 (4th Gen)",
   "bodyType": "Truck",
   "fuelType": "diesel",
   "drivetrain": "4WD",
   "engine": "6.7L Power Stroke V8 Turbo Diesel",
   "engineFamily": "Ford 6.7L Power Stroke Diesel",
   "marketYears": "2020-2024",
   "msrpRange": "$45,000-$80,000",
   "tireSize": "275/70R18",
   "tirePressurePsi": 60,
   "batteryGroup": "65",
   "batteryCca": 850,
   "epa": null,
   "commonProblems": [
    "CP4.2 fuel pump",
    "EGR cooler",
    "10R140 transmission",
    "Fifth-wheel hitch wear"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "CP4.2 fuel pump reliability concerns",
     "tsb": null,
     "fix": "Fuel system monitor; lift pump upgrade",
     "resolved": false
    },
    {
     "years": "2011-2019",
     "issue": "CP4.2 high-pressure fuel pump failures",
     "tsb": null,
     "fix": "HPFP replacement; 2020+ redesign (CP4.2B) addressed failures",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Loss of power with P0087 — metal contamination risk",
     "cause": "CP4.2 high-pressure fuel pump failure",
     "fix": "Replace HPFP and injectors/fuel rail if contaminated; use diesel lubricity additive",
     "affectedYears": "2011-2019"
    },
    {
     "symptom": "Coolant loss without visible leak",
     "cause": "EGR cooler internal crack",
     "fix": "EGR cooler replacement",
     "affectedYears": "2011-2019"
    },
    {
     "symptom": "White smoke on cold start / rough idle",
     "cause": "Fuel system aeration or injector wear",
     "fix": "Fuel system test; injector replacement",
     "affectedYears": null
    },
    {
     "symptom": "Turbo lag / no boost above 60% throttle",
     "cause": "VGT vanes stuck from soot",
     "fix": "VGT turbo actuator service; turbo cleaning",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-40 (CJ-4/CK-4)",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 100000,
    "brakeFluidIntervalMiles": 45000
   }
  },
  {
   "slug": "ford-f350-super-duty",
   "make": "Ford",
   "model": "F-350 Super Duty",
   "generation": "2020-2024 (4th Gen)",
   "bodyType": "Truck",
   "fuelType": "diesel",
   "drivetrain": "4WD",
   "engine": "6.7L Power Stroke V8 Turbo Diesel",
   "engineFamily": "Ford 6.7L Power Stroke Diesel",
   "marketYears": "2020-2024",
   "msrpRange": "$47,000-$88,000",
   "tireSize": "275/70R18",
   "tirePressurePsi": 60,
   "batteryGroup": "65",
   "batteryCca": 850,
   "epa": null,
   "commonProblems": [
    "CP4.2 fuel pump",
    "EGR cooler",
    "10R140 transmission",
    "Rear axle seal"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "CP4.2 fuel pump reliability concerns",
     "tsb": null,
     "fix": "Fuel system monitor; lift pump upgrade",
     "resolved": false
    },
    {
     "years": "2011-2019",
     "issue": "CP4.2 high-pressure fuel pump failures",
     "tsb": null,
     "fix": "HPFP replacement; 2020+ redesign (CP4.2B) addressed failures",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Loss of power with P0087 — metal contamination risk",
     "cause": "CP4.2 high-pressure fuel pump failure",
     "fix": "Replace HPFP and injectors/fuel rail if contaminated; use diesel lubricity additive",
     "affectedYears": "2011-2019"
    },
    {
     "symptom": "Coolant loss without visible leak",
     "cause": "EGR cooler internal crack",
     "fix": "EGR cooler replacement",
     "affectedYears": "2011-2019"
    },
    {
     "symptom": "White smoke on cold start / rough idle",
     "cause": "Fuel system aeration or injector wear",
     "fix": "Fuel system test; injector replacement",
     "affectedYears": null
    },
    {
     "symptom": "Turbo lag / no boost above 60% throttle",
     "cause": "VGT vanes stuck from soot",
     "fix": "VGT turbo actuator service; turbo cleaning",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-40 (CJ-4/CK-4)",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 100000,
    "brakeFluidIntervalMiles": 45000
   }
  },
  {
   "slug": "ram-3500",
   "make": "Ram",
   "model": "3500 Heavy Duty",
   "generation": "2019-2024 (5th Gen DT)",
   "bodyType": "Truck",
   "fuelType": "diesel",
   "drivetrain": "4WD",
   "engine": "6.7L Cummins Turbo Diesel I6",
   "engineFamily": "Cummins 6.7L B-Series Diesel",
   "marketYears": "2019-2024",
   "msrpRange": "$45,000-$80,000",
   "tireSize": "265/70R18",
   "tirePressurePsi": 60,
   "batteryGroup": "65",
   "batteryCca": 850,
   "epa": null,
   "commonProblems": [
    "CP4.2 fuel pump",
    "EGR cooler",
    "68RFE/Aisin transmission",
    "Grid heater relay"
   ],
   "yearIssues": [
    {
     "years": "2019-2023",
     "issue": "CP4.2 fuel pump concerns",
     "tsb": null,
     "fix": "Lift pump and fuel system upgrades",
     "resolved": false
    },
    {
     "years": "2019-2023",
     "issue": "CP4.2 high-pressure fuel pump reliability concerns",
     "tsb": null,
     "fix": "Lift pump and fuel system upgrades; monitor fuel pressure",
     "resolved": false
    }
   ],
   "engineFaults": [
    {
     "symptom": "Fuel pressure codes after hot soak",
     "cause": "Lift pump or CP4.2 concerns on 2019+ units",
     "fix": "Fuel system diagnostic; lift pump upgrade where needed",
     "affectedYears": "2019-2022"
    },
    {
     "symptom": "Coolant leak at EGR cooler",
     "cause": "EGR cooler gasket failure",
     "fix": "EGR cooler gasket replacement",
     "affectedYears": "2019-2022"
    },
    {
     "symptom": "No start with grid heater codes",
     "cause": "Grid heater relay failure in cold climates",
     "fix": "Grid heater relay replacement",
     "affectedYears": "2019-2022"
    },
    {
     "symptom": "Turbo actuator codes at highway speed",
     "cause": "Turbo actuator wear",
     "fix": "Turbo actuator replacement",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-40 (CJ-4/CK-4)",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 100000,
    "brakeFluidIntervalMiles": 45000
   }
  },
  {
   "slug": "honda-cbr600rr",
   "make": "Honda",
   "model": "CBR600RR",
   "generation": "2017-2024",
   "bodyType": "Motorcycle",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "599cc Inline-4 (CBR600RR / GSX-R600)",
   "engineFamily": "600cc Supersport I4",
   "marketYears": "2017-2024",
   "msrpRange": "$11,000-$13,000",
   "tireSize": "120/70ZR17",
   "tirePressurePsi": 36,
   "batteryGroup": "YTX12-BS",
   "batteryCca": 210,
   "epa": null,
   "commonProblems": [
    "Regulator-rectifier failures",
    "Valve clearance service cost",
    "Clutch cable stretch",
    "Chain maintenance"
   ],
   "yearIssues": [
    {
     "years": "2013-2016",
     "issue": "Regulator-rectifier failures",
     "tsb": null,
     "fix": "Upgraded R/R unit",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Charging failure — battery drains",
     "cause": "Regulator/rectifier overheating",
     "fix": "Regulator-rectifier replacement; upgrade kit",
     "affectedYears": "All"
    },
    {
     "symptom": "Rough idle / stall at stops",
     "cause": "Idle control or throttle body sync drift",
     "fix": "Throttle body sync; idle air control service",
     "affectedYears": null
    },
    {
     "symptom": "Ticking from top end",
     "cause": "Valve clearance beyond spec (16,000 mi check)",
     "fix": "Valve adjustment",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-40",
    "oilIntervalMiles": 4000,
    "sparkPlugIntervalMiles": 16000,
    "airFilterIntervalMiles": 12000,
    "coolantIntervalMiles": 24000,
    "brakeFluidIntervalMiles": 24000
   }
  },
  {
   "slug": "honda-cb650r",
   "make": "Honda",
   "model": "CB650R",
   "generation": "2019-2024",
   "bodyType": "Motorcycle",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "649cc Inline-4 (CB650R)",
   "engineFamily": "Honda 650 I4",
   "marketYears": "2019-2024",
   "msrpRange": "$9,000-$10,000",
   "tireSize": "120/70ZR17",
   "tirePressurePsi": 36,
   "batteryGroup": "YTX12-BS",
   "batteryCca": 210,
   "epa": null,
   "commonProblems": [
    "Charge system",
    "Chain drive maintenance",
    "Stock exhaust heat"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Charging output low at idle",
     "cause": "R/R output at low RPM",
     "fix": "R/R check; charge system service",
     "affectedYears": null
    },
    {
     "symptom": "Clutch lever heavy",
     "cause": "Cable friction",
     "fix": "Cable lube; clutch adjustment",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-30",
    "oilIntervalMiles": 4000,
    "sparkPlugIntervalMiles": 16000,
    "airFilterIntervalMiles": 16000,
    "coolantIntervalMiles": 24000,
    "brakeFluidIntervalMiles": 24000
   }
  },
  {
   "slug": "honda-gold-wing",
   "make": "Honda",
   "model": "Gold Wing",
   "generation": "2018-2024 (GL1800)",
   "bodyType": "Motorcycle",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "1833cc Flat-Six (Gold Wing)",
   "engineFamily": "Honda Gold Wing Boxer Six",
   "marketYears": "2018-2024",
   "msrpRange": "$24,000-$33,000",
   "tireSize": "130/70R18",
   "tirePressurePsi": 40,
   "batteryGroup": "YTX20L-BS",
   "batteryCca": 310,
   "epa": null,
   "commonProblems": [
    "Airbag system service",
    "Shaft drive service",
    "Heated accessory load",
    "Tire wear (heavy bike)"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Airbag warning light",
     "cause": "Airbag system self-check or sensor",
     "fix": "Dealer diagnostic",
     "affectedYears": "All"
    },
    {
     "symptom": "Drive shaft service due",
     "cause": "Shaft lubrication schedule",
     "fix": "Shaft spline lube per schedule",
     "affectedYears": "All"
    },
    {
     "symptom": "Battery drain with accessories",
     "cause": "Accessory load",
     "fix": "Charging system test",
     "affectedYears": "All"
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-30",
    "oilIntervalMiles": 8000,
    "sparkPlugIntervalMiles": 24000,
    "airFilterIntervalMiles": 16000,
    "coolantIntervalMiles": 24000,
    "brakeFluidIntervalMiles": 24000
   }
  },
  {
   "slug": "yamaha-mt07",
   "make": "Yamaha",
   "model": "MT-07",
   "generation": "2021-2024 (3rd Gen)",
   "bodyType": "Motorcycle",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "689cc CP2 Parallel-Twin (MT-07)",
   "engineFamily": "Yamaha CP2 Twin",
   "marketYears": "2021-2024",
   "msrpRange": "$8,000-$9,000",
   "tireSize": "180/55ZR17",
   "tirePressurePsi": 36,
   "batteryGroup": "YTX12-BS",
   "batteryCca": 210,
   "epa": null,
   "commonProblems": [
    "Clutch noise",
    "Chain drive",
    "Stock suspension tune"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Clutch basket rattle at idle",
     "cause": "Clutch basket normal wear noise",
     "fix": "Clutch inspection; heavier oil",
     "affectedYears": "All"
    },
    {
     "symptom": "Rear brake squeal",
     "cause": "Pad glazing",
     "fix": "Pad scuff; brake service",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-40",
    "oilIntervalMiles": 4000,
    "sparkPlugIntervalMiles": 12000,
    "airFilterIntervalMiles": 12000,
    "coolantIntervalMiles": 24000,
    "brakeFluidIntervalMiles": 24000
   }
  },
  {
   "slug": "yamaha-r1",
   "make": "Yamaha",
   "model": "YZF-R1",
   "generation": "2020-2024 (Crossplane)",
   "bodyType": "Motorcycle",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "998cc Inline-4 (YZF-R1 / Z900)",
   "engineFamily": "1000cc Sport Naked I4",
   "marketYears": "2020-2024",
   "msrpRange": "$18,000-$19,000",
   "tireSize": "120/70ZR17",
   "tirePressurePsi": 36,
   "batteryGroup": "YTX12-BS",
   "batteryCca": 210,
   "epa": null,
   "commonProblems": [
    "Valve service cost",
    "Electronics (TCS/IMU) calibration",
    "Clutch pack wear",
    "Tire cost (supersport)"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Ticking top end under 3,000 mi",
     "cause": "Valve clearance tight from factory",
     "fix": "Valve check at break-in",
     "affectedYears": "All"
    },
    {
     "symptom": "Charging failure",
     "cause": "R/R or stator",
     "fix": "Charge system test; stator/RR replacement",
     "affectedYears": null
    },
    {
     "symptom": "Clutch slip in high gear",
     "cause": "Clutch pack wear on tuned bikes",
     "fix": "Clutch pack replacement",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-40",
    "oilIntervalMiles": 4000,
    "sparkPlugIntervalMiles": 16000,
    "airFilterIntervalMiles": 12000,
    "coolantIntervalMiles": 24000,
    "brakeFluidIntervalMiles": 24000
   }
  },
  {
   "slug": "kawasaki-ninja400",
   "make": "Kawasaki",
   "model": "Ninja 400",
   "generation": "2018-2024",
   "bodyType": "Motorcycle",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "399cc Parallel-Twin (Ninja 400)",
   "engineFamily": "400cc Parallel Twin",
   "marketYears": "2018-2024",
   "msrpRange": "$5,000-$5,600",
   "tireSize": "110/70ZR17",
   "tirePressurePsi": 32,
   "batteryGroup": "YTZ7S",
   "batteryCca": 130,
   "epa": null,
   "commonProblems": [
    "Water pump weep",
    "Clutch cable",
    "Chain stretch",
    "Stock brake feel"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "Water pump weep on early units",
     "tsb": null,
     "fix": "Seal replacement under warranty",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Clutch drag / hard neutral find",
     "cause": "Clutch cable stretch or plate wear",
     "fix": "Cable adjustment; clutch service",
     "affectedYears": "All"
    },
    {
     "symptom": "Chain slack causing drive snatch",
     "cause": "Chain stretch in first 3,000 mi",
     "fix": "Chain adjust and lube every 500 mi",
     "affectedYears": null
    },
    {
     "symptom": "Coolant weeping at water pump",
     "cause": "Water pump seal",
     "fix": "Water pump seal replacement",
     "affectedYears": "2018-2020"
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-40",
    "oilIntervalMiles": 4000,
    "sparkPlugIntervalMiles": 12000,
    "airFilterIntervalMiles": 12000,
    "coolantIntervalMiles": 24000,
    "brakeFluidIntervalMiles": 24000
   }
  },
  {
   "slug": "kawasaki-z900",
   "make": "Kawasaki",
   "model": "Z900",
   "generation": "2017-2024",
   "bodyType": "Motorcycle",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "998cc Inline-4 (YZF-R1 / Z900)",
   "engineFamily": "1000cc Sport Naked I4",
   "marketYears": "2017-2024",
   "msrpRange": "$9,000-$10,000",
   "tireSize": "180/55ZR17",
   "tirePressurePsi": 36,
   "batteryGroup": "YTX12-BS",
   "batteryCca": 210,
   "epa": null,
   "commonProblems": [
    "Clutch pack",
    "Charge system",
    "Chain drive",
    "Quick shifter calibration"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Ticking top end under 3,000 mi",
     "cause": "Valve clearance tight from factory",
     "fix": "Valve check at break-in",
     "affectedYears": "All"
    },
    {
     "symptom": "Charging failure",
     "cause": "R/R or stator",
     "fix": "Charge system test; stator/RR replacement",
     "affectedYears": null
    },
    {
     "symptom": "Clutch slip in high gear",
     "cause": "Clutch pack wear on tuned bikes",
     "fix": "Clutch pack replacement",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-40",
    "oilIntervalMiles": 4000,
    "sparkPlugIntervalMiles": 16000,
    "airFilterIntervalMiles": 12000,
    "coolantIntervalMiles": 24000,
    "brakeFluidIntervalMiles": 24000
   }
  },
  {
   "slug": "suzuki-gsxr600",
   "make": "Suzuki",
   "model": "GSX-R600",
   "generation": "2017-2024",
   "bodyType": "Motorcycle",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "599cc Inline-4 (CBR600RR / GSX-R600)",
   "engineFamily": "600cc Supersport I4",
   "marketYears": "2017-2024",
   "msrpRange": "$11,000-$12,000",
   "tireSize": "120/70ZR17",
   "tirePressurePsi": 36,
   "batteryGroup": "YTX12-BS",
   "batteryCca": 210,
   "epa": null,
   "commonProblems": [
    "Regulator-rectifier",
    "Valve service",
    "Clutch cable",
    "Chain maintenance"
   ],
   "yearIssues": [
    {
     "years": "2013-2016",
     "issue": "Regulator-rectifier failures",
     "tsb": null,
     "fix": "Upgraded R/R unit",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Charging failure — battery drains",
     "cause": "Regulator/rectifier overheating",
     "fix": "Regulator-rectifier replacement; upgrade kit",
     "affectedYears": "All"
    },
    {
     "symptom": "Rough idle / stall at stops",
     "cause": "Idle control or throttle body sync drift",
     "fix": "Throttle body sync; idle air control service",
     "affectedYears": null
    },
    {
     "symptom": "Ticking from top end",
     "cause": "Valve clearance beyond spec (16,000 mi check)",
     "fix": "Valve adjustment",
     "affectedYears": null
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-40",
    "oilIntervalMiles": 4000,
    "sparkPlugIntervalMiles": 16000,
    "airFilterIntervalMiles": 12000,
    "coolantIntervalMiles": 24000,
    "brakeFluidIntervalMiles": 24000
   }
  },
  {
   "slug": "bmw-r1250gs",
   "make": "BMW",
   "model": "R 1250 GS",
   "generation": "2019-2024 (ShiftCam)",
   "bodyType": "Motorcycle",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "1254cc Boxer Twin (R 1250 GS)",
   "engineFamily": "BMW Boxer ShiftCam",
   "marketYears": "2019-2024",
   "msrpRange": "$18,000-$23,000",
   "tireSize": "120/70R19",
   "tirePressurePsi": 36,
   "batteryGroup": "YTX14-BS",
   "batteryCca": 230,
   "epa": null,
   "commonProblems": [
    "Water pump weep",
    "Final drive service",
    "Electronics (ESA) calibration",
    "Off-road accessory costs"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Water pump weep",
     "tsb": null,
     "fix": "Seal replacement under warranty",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Engine oil consumption above 1 qt/2,000 mi",
     "cause": "Boxer normal consumption varies; monitor",
     "fix": "Oil level check monthly; dealer check",
     "affectedYears": "All"
    },
    {
     "symptom": "Final drive bearing wear noise",
     "cause": "Shaft drive bearing",
     "fix": "Final drive service per schedule",
     "affectedYears": "All"
    },
    {
     "symptom": "Water pump weep",
     "cause": "Coolant seal",
     "fix": "Water pump seal replacement",
     "affectedYears": "2019-2021"
    }
   ],
   "maintenance": {
    "oilViscosity": "5W-40 (JASO MA2)",
    "oilIntervalMiles": 6000,
    "sparkPlugIntervalMiles": 12000,
    "airFilterIntervalMiles": 12000,
    "coolantIntervalMiles": 24000,
    "brakeFluidIntervalMiles": 24000
   }
  },
  {
   "slug": "harley-sportster-883",
   "make": "Harley-Davidson",
   "model": "Sportster 883",
   "generation": "2016-2022 (Iron 883)",
   "bodyType": "Motorcycle",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "883cc Evolution V-Twin (Sportster 883)",
   "engineFamily": "Harley Evolution 45° V-Twin",
   "marketYears": "2016-2022",
   "msrpRange": "$9,000-$11,000",
   "tireSize": "100/90B19",
   "tirePressurePsi": 36,
   "batteryGroup": "YTX20L-BS",
   "batteryCca": 310,
   "epa": null,
   "commonProblems": [
    "Rocker box oil leaks",
    "Clutch cable",
    "Front fork seals",
    "Custom part fitment"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Oil leak at rocker box",
     "cause": "Rocker box gasket age",
     "fix": "Rocker gasket replacement",
     "affectedYears": "All"
    },
    {
     "symptom": "Clutch slip after aggressive launch",
     "cause": "Clutch disc wear",
     "fix": "Clutch pack replacement",
     "affectedYears": null
    },
    {
     "symptom": "Charging at idle low",
     "cause": "Stator output at idle",
     "fix": "Charge system test",
     "affectedYears": "All"
    }
   ],
   "maintenance": {
    "oilViscosity": "20W-50 (HD 360)",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 10000,
    "airFilterIntervalMiles": 10000,
    "coolantIntervalMiles": 0,
    "brakeFluidIntervalMiles": 20000
   }
  },
  {
   "slug": "harley-street-glide",
   "make": "Harley-Davidson",
   "model": "Street Glide",
   "generation": "2018-2024 (M8)",
   "bodyType": "Motorcycle",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "107ci Milwaukee-Eight V-Twin (Street Glide)",
   "engineFamily": "Harley Milwaukee-Eight 107",
   "marketYears": "2018-2024",
   "msrpRange": "$22,000-$28,000",
   "tireSize": "130/60B21",
   "tirePressurePsi": 40,
   "batteryGroup": "YTX20L-BS",
   "batteryCca": 310,
   "epa": null,
   "commonProblems": [
    "Hydraulic clutch service",
    "Infotainment (BOOM!) updates",
    "Exhaust heat",
    "Accessory electrical load"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Clutch drag in hot traffic",
     "cause": "Hydraulic clutch fluid breakdown",
     "fix": "Clutch fluid flush",
     "affectedYears": "All"
    },
    {
     "symptom": "Exhaust heat on right leg",
     "cause": "Catalyst heat near rider",
     "fix": "Heat shields; aftermarket exhaust note",
     "affectedYears": "All"
    },
    {
     "symptom": "Electrical glitch with accessories",
     "cause": "CAN bus accessory load",
     "fix": "Accessory circuit check",
     "affectedYears": "All"
    }
   ],
   "maintenance": {
    "oilViscosity": "20W-50 (HD Screamin)",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 10000,
    "airFilterIntervalMiles": 10000,
    "coolantIntervalMiles": 0,
    "brakeFluidIntervalMiles": 20000
   }
  },
  {
   "slug": "ducati-monster",
   "make": "Ducati",
   "model": "Monster",
   "generation": "2021-2024 (Monster+ 937)",
   "bodyType": "Motorcycle",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "937cc Testastretta V-Twin (Monster)",
   "engineFamily": "Ducati Testastretta 11°",
   "marketYears": "2021-2024",
   "msrpRange": "$12,000-$13,000",
   "tireSize": "120/70ZR17",
   "tirePressurePsi": 36,
   "batteryGroup": "YTX14-BS",
   "batteryCca": 230,
   "epa": null,
   "commonProblems": [
    "Desmo valve service cost",
    "Water pump weep",
    "Battery draw",
    "Clutch (hydraulic) service"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "Water pump weep",
     "tsb": null,
     "fix": "Seal replacement under warranty",
     "resolved": true
    }
   ],
   "engineFaults": [
    {
     "symptom": "Battery drain when parked",
     "cause": "Immobilizer/electronics draw",
     "fix": "Battery tender; draw test",
     "affectedYears": "All"
    },
    {
     "symptom": "Desmo valve service cost surprise",
     "cause": "Desmodromic valve train requires scheduled service",
     "fix": "Valve service per schedule (18,000 mi)",
     "affectedYears": "All"
    },
    {
     "symptom": "Coolant weep at pump",
     "cause": "Water pump seal",
     "fix": "Seal replacement",
     "affectedYears": "2021-2022"
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-40 (Shell Advance)",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 12000,
    "airFilterIntervalMiles": 12000,
    "coolantIntervalMiles": 24000,
    "brakeFluidIntervalMiles": 24000
   }
  },
  {
   "slug": "triumph-bonneville",
   "make": "Triumph",
   "model": "Bonneville T100",
   "generation": "2017-2024 (900 HT)",
   "bodyType": "Motorcycle",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "900cc Parallel-Twin (Bonneville T100)",
   "engineFamily": "Triumph 900 HT/OHC Twin",
   "marketYears": "2017-2024",
   "msrpRange": "$10,000-$11,000",
   "tireSize": "100/90R18",
   "tirePressurePsi": 36,
   "batteryGroup": "YTX14-BS",
   "batteryCca": 230,
   "epa": null,
   "commonProblems": [
    "Neutral switch",
    "Clutch cable",
    "Classic-style tire wear",
    "Carb to EFI transition quirks"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Neutral light flicker",
     "cause": "Neutral switch",
     "fix": "Switch replacement",
     "affectedYears": "All"
    },
    {
     "symptom": "Clutch cable stretch",
     "cause": "Cable age",
     "fix": "Cable adjustment; replacement at 2 yrs",
     "affectedYears": "All"
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-40 (JASO MA2)",
    "oilIntervalMiles": 6000,
    "sparkPlugIntervalMiles": 12000,
    "airFilterIntervalMiles": 12000,
    "coolantIntervalMiles": 24000,
    "brakeFluidIntervalMiles": 24000
   }
  },
  {
   "slug": "indian-scout",
   "make": "Indian",
   "model": "Scout",
   "generation": "2015-2024 (Scout/Scout Sixty)",
   "bodyType": "Motorcycle",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "1133cc V-Twin (Indian Scout)",
   "engineFamily": "Indian Scout 60° V-Twin",
   "marketYears": "2015-2024",
   "msrpRange": "$11,000-$15,000",
   "tireSize": "130/90B16",
   "tirePressurePsi": 36,
   "batteryGroup": "YTX20L-BS",
   "batteryCca": 310,
   "epa": null,
   "commonProblems": [
    "Clutch cable",
    "Belt drive",
    "Rear shock preload",
    "Custom parts availability"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Clutch lever effort high",
     "cause": "Cable friction",
     "fix": "Cable lube; adjustment",
     "affectedYears": "All"
    },
    {
     "symptom": "Belt drive stone damage",
     "cause": "Belt debris",
     "fix": "Belt inspection; replace if cut",
     "affectedYears": "All"
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-40 (Indian spec)",
    "oilIntervalMiles": 5000,
    "sparkPlugIntervalMiles": 10000,
    "airFilterIntervalMiles": 10000,
    "coolantIntervalMiles": 0,
    "brakeFluidIntervalMiles": 20000
   }
  },
  {
   "slug": "polaris-rzr-1000",
   "make": "Polaris",
   "model": "RZR 1000",
   "generation": "2020-2024 (RZR XP 1000)",
   "bodyType": "ATV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "999cc Parallel-Twin (RZR 1000 / Maverick 1000)",
   "engineFamily": "1000cc UTV Twin",
   "marketYears": "2020-2024",
   "msrpRange": "$18,000-$25,000",
   "tireSize": "29x9R14",
   "tirePressurePsi": 8,
   "batteryGroup": "YTX12-BS",
   "batteryCca": 210,
   "epa": null,
   "commonProblems": [
    "CVT belt",
    "CV joints",
    "Radiator mud blockage",
    "Suspension arm bushings"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT belt burning smell / shudder",
     "cause": "Belt wear under load or mud ingress",
     "fix": "CVT belt inspection; clean clutch; replace belt",
     "affectedYears": "All"
    },
    {
     "symptom": "Front drive shaft clunk",
     "cause": "CV joint wear in mud",
     "fix": "CV boot/bearing service; shaft replacement",
     "affectedYears": "All"
    },
    {
     "symptom": "Coolant overheat in slow trail work",
     "cause": "Radiator mud blockage",
     "fix": "Radiator clean; fan check",
     "affectedYears": "All"
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-50",
    "oilIntervalMiles": 2000,
    "sparkPlugIntervalMiles": 8000,
    "airFilterIntervalMiles": 4000,
    "coolantIntervalMiles": 12000,
    "brakeFluidIntervalMiles": 12000
   }
  },
  {
   "slug": "polaris-sportsman-570",
   "make": "Polaris",
   "model": "Sportsman 570",
   "generation": "2016-2024",
   "bodyType": "ATV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "Single-Cylinder 400-700cc (Sportsman / Grizzly / Kodiak / Foreman / Rubicon)",
   "engineFamily": "Utility ATV Single",
   "marketYears": "2016-2024",
   "msrpRange": "$6,500-$8,000",
   "tireSize": "25x8R12",
   "tirePressurePsi": 6,
   "batteryGroup": "YTX12-BS",
   "batteryCca": 210,
   "epa": null,
   "commonProblems": [
    "CVT belt",
    "Battery in cold",
    "Air filter in dust",
    "Front diff seals"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Starter spins but no fire in cold",
     "cause": "Battery voltage drop in cold",
     "fix": "Battery service; tender in winter",
     "affectedYears": "All"
    },
    {
     "symptom": "CVT belt squeal on takeoff",
     "cause": "Belt glazing",
     "fix": "Belt replacement",
     "affectedYears": "All"
    },
    {
     "symptom": "Mud ingestion in airbox",
     "cause": "Intake snorkel debris",
     "fix": "Air filter clean; snorkel inspection",
     "affectedYears": "All"
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-40",
    "oilIntervalMiles": 1000,
    "sparkPlugIntervalMiles": 6000,
    "airFilterIntervalMiles": 2000,
    "coolantIntervalMiles": 12000,
    "brakeFluidIntervalMiles": 12000
   }
  },
  {
   "slug": "can-am-maverick-1000",
   "make": "Can-Am",
   "model": "Maverick 1000",
   "generation": "2019-2024 (X3/Max)",
   "bodyType": "ATV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "999cc Parallel-Twin (RZR 1000 / Maverick 1000)",
   "engineFamily": "1000cc UTV Twin",
   "marketYears": "2019-2024",
   "msrpRange": "$20,000-$30,000",
   "tireSize": "30x10R14",
   "tirePressurePsi": 8,
   "batteryGroup": "YTX12-BS",
   "batteryCca": 210,
   "epa": null,
   "commonProblems": [
    "CVT belt",
    "Radiator mud",
    "Front CV joints",
    "Turbo (X3) heat management"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "CVT belt burning smell / shudder",
     "cause": "Belt wear under load or mud ingress",
     "fix": "CVT belt inspection; clean clutch; replace belt",
     "affectedYears": "All"
    },
    {
     "symptom": "Front drive shaft clunk",
     "cause": "CV joint wear in mud",
     "fix": "CV boot/bearing service; shaft replacement",
     "affectedYears": "All"
    },
    {
     "symptom": "Coolant overheat in slow trail work",
     "cause": "Radiator mud blockage",
     "fix": "Radiator clean; fan check",
     "affectedYears": "All"
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-50",
    "oilIntervalMiles": 2000,
    "sparkPlugIntervalMiles": 8000,
    "airFilterIntervalMiles": 4000,
    "coolantIntervalMiles": 12000,
    "brakeFluidIntervalMiles": 12000
   }
  },
  {
   "slug": "can-am-outlander-850",
   "make": "Can-Am",
   "model": "Outlander 850",
   "generation": "2018-2024 (850 MAX)",
   "bodyType": "ATV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "V-Twin 700-850cc (Outlander 850 / Teryx 800 / KingQuad 750)",
   "engineFamily": "V-Twin Utility ATV",
   "marketYears": "2018-2024",
   "msrpRange": "$10,000-$13,000",
   "tireSize": "27x9R12",
   "tirePressurePsi": 7,
   "batteryGroup": "YTX14-BS",
   "batteryCca": 230,
   "epa": null,
   "commonProblems": [
    "CVT belt",
    "Radiator",
    "Front diff actuator",
    "Heavy maintenance intervals"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Drive belt shudder under load",
     "cause": "CVT belt wear",
     "fix": "Belt replacement; clutch service",
     "affectedYears": "All"
    },
    {
     "symptom": "Coolant loss at reservoir",
     "cause": "Overflow from overheat",
     "fix": "Radiator clean; thermostat",
     "affectedYears": "All"
    },
    {
     "symptom": "4WD actuator grinding",
     "cause": "Front diff actuator wear in mud",
     "fix": "Actuator service",
     "affectedYears": "All"
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-50",
    "oilIntervalMiles": 1500,
    "sparkPlugIntervalMiles": 8000,
    "airFilterIntervalMiles": 3000,
    "coolantIntervalMiles": 12000,
    "brakeFluidIntervalMiles": 12000
   }
  },
  {
   "slug": "yamaha-grizzly-700",
   "make": "Yamaha",
   "model": "Grizzly 700",
   "generation": "2015-2024 (EPS)",
   "bodyType": "ATV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "Single-Cylinder 400-700cc (Sportsman / Grizzly / Kodiak / Foreman / Rubicon)",
   "engineFamily": "Utility ATV Single",
   "marketYears": "2015-2024",
   "msrpRange": "$9,500-$12,000",
   "tireSize": "26x8R12",
   "tirePressurePsi": 6,
   "batteryGroup": "YTX12-BS",
   "batteryCca": 210,
   "epa": null,
   "commonProblems": [
    "CVT belt",
    "Battery",
    "Air filter in dust",
    "Differential seals"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Starter spins but no fire in cold",
     "cause": "Battery voltage drop in cold",
     "fix": "Battery service; tender in winter",
     "affectedYears": "All"
    },
    {
     "symptom": "CVT belt squeal on takeoff",
     "cause": "Belt glazing",
     "fix": "Belt replacement",
     "affectedYears": "All"
    },
    {
     "symptom": "Mud ingestion in airbox",
     "cause": "Intake snorkel debris",
     "fix": "Air filter clean; snorkel inspection",
     "affectedYears": "All"
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-40",
    "oilIntervalMiles": 1000,
    "sparkPlugIntervalMiles": 6000,
    "airFilterIntervalMiles": 2000,
    "coolantIntervalMiles": 12000,
    "brakeFluidIntervalMiles": 12000
   }
  },
  {
   "slug": "yamaha-kodiak-450",
   "make": "Yamaha",
   "model": "Kodiak 450",
   "generation": "2020-2024",
   "bodyType": "ATV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "Single-Cylinder 400-700cc (Sportsman / Grizzly / Kodiak / Foreman / Rubicon)",
   "engineFamily": "Utility ATV Single",
   "marketYears": "2020-2024",
   "msrpRange": "$6,500-$8,000",
   "tireSize": "25x8R12",
   "tirePressurePsi": 6,
   "batteryGroup": "YTX12-BS",
   "batteryCca": 210,
   "epa": null,
   "commonProblems": [
    "CVT belt",
    "Air filter",
    "Battery",
    "Mud and water intrusion"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Starter spins but no fire in cold",
     "cause": "Battery voltage drop in cold",
     "fix": "Battery service; tender in winter",
     "affectedYears": "All"
    },
    {
     "symptom": "CVT belt squeal on takeoff",
     "cause": "Belt glazing",
     "fix": "Belt replacement",
     "affectedYears": "All"
    },
    {
     "symptom": "Mud ingestion in airbox",
     "cause": "Intake snorkel debris",
     "fix": "Air filter clean; snorkel inspection",
     "affectedYears": "All"
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-40",
    "oilIntervalMiles": 1000,
    "sparkPlugIntervalMiles": 6000,
    "airFilterIntervalMiles": 2000,
    "coolantIntervalMiles": 12000,
    "brakeFluidIntervalMiles": 12000
   }
  },
  {
   "slug": "honda-fourtrax-foreman",
   "make": "Honda",
   "model": "FourTrax Foreman",
   "generation": "2015-2024 (500/520)",
   "bodyType": "ATV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "Single-Cylinder 400-700cc (Sportsman / Grizzly / Kodiak / Foreman / Rubicon)",
   "engineFamily": "Utility ATV Single",
   "marketYears": "2015-2024",
   "msrpRange": "$6,500-$8,500",
   "tireSize": "25x8R12",
   "tirePressurePsi": 6,
   "batteryGroup": "YTX12-BS",
   "batteryCca": 210,
   "epa": null,
   "commonProblems": [
    "CVT belt",
    "Battery",
    "Electric shift motor",
    "Air filter"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Starter spins but no fire in cold",
     "cause": "Battery voltage drop in cold",
     "fix": "Battery service; tender in winter",
     "affectedYears": "All"
    },
    {
     "symptom": "CVT belt squeal on takeoff",
     "cause": "Belt glazing",
     "fix": "Belt replacement",
     "affectedYears": "All"
    },
    {
     "symptom": "Mud ingestion in airbox",
     "cause": "Intake snorkel debris",
     "fix": "Air filter clean; snorkel inspection",
     "affectedYears": "All"
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-40",
    "oilIntervalMiles": 1000,
    "sparkPlugIntervalMiles": 6000,
    "airFilterIntervalMiles": 2000,
    "coolantIntervalMiles": 12000,
    "brakeFluidIntervalMiles": 12000
   }
  },
  {
   "slug": "honda-rubicon",
   "make": "Honda",
   "model": "Rubicon",
   "generation": "2015-2024 (500/520)",
   "bodyType": "ATV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "Single-Cylinder 400-700cc (Sportsman / Grizzly / Kodiak / Foreman / Rubicon)",
   "engineFamily": "Utility ATV Single",
   "marketYears": "2015-2024",
   "msrpRange": "$7,000-$9,000",
   "tireSize": "25x8R12",
   "tirePressurePsi": 6,
   "batteryGroup": "YTX12-BS",
   "batteryCca": 210,
   "epa": null,
   "commonProblems": [
    "Shift motor",
    "CVT belt",
    "Battery",
    "DCT clutch service"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Starter spins but no fire in cold",
     "cause": "Battery voltage drop in cold",
     "fix": "Battery service; tender in winter",
     "affectedYears": "All"
    },
    {
     "symptom": "CVT belt squeal on takeoff",
     "cause": "Belt glazing",
     "fix": "Belt replacement",
     "affectedYears": "All"
    },
    {
     "symptom": "Mud ingestion in airbox",
     "cause": "Intake snorkel debris",
     "fix": "Air filter clean; snorkel inspection",
     "affectedYears": "All"
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-40",
    "oilIntervalMiles": 1000,
    "sparkPlugIntervalMiles": 6000,
    "airFilterIntervalMiles": 2000,
    "coolantIntervalMiles": 12000,
    "brakeFluidIntervalMiles": 12000
   }
  },
  {
   "slug": "kawasaki-teryx-800",
   "make": "Kawasaki",
   "model": "Teryx 800",
   "generation": "2016-2024 (KRX 800)",
   "bodyType": "ATV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "V-Twin 700-850cc (Outlander 850 / Teryx 800 / KingQuad 750)",
   "engineFamily": "V-Twin Utility ATV",
   "marketYears": "2016-2024",
   "msrpRange": "$11,000-$15,000",
   "tireSize": "26x9R12",
   "tirePressurePsi": 7,
   "batteryGroup": "YTX14-BS",
   "batteryCca": 230,
   "epa": null,
   "commonProblems": [
    "CVT belt",
    "Front diff actuator",
    "Radiator",
    "Heavy service intervals"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Drive belt shudder under load",
     "cause": "CVT belt wear",
     "fix": "Belt replacement; clutch service",
     "affectedYears": "All"
    },
    {
     "symptom": "Coolant loss at reservoir",
     "cause": "Overflow from overheat",
     "fix": "Radiator clean; thermostat",
     "affectedYears": "All"
    },
    {
     "symptom": "4WD actuator grinding",
     "cause": "Front diff actuator wear in mud",
     "fix": "Actuator service",
     "affectedYears": "All"
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-50",
    "oilIntervalMiles": 1500,
    "sparkPlugIntervalMiles": 8000,
    "airFilterIntervalMiles": 3000,
    "coolantIntervalMiles": 12000,
    "brakeFluidIntervalMiles": 12000
   }
  },
  {
   "slug": "suzuki-kingquad-750",
   "make": "Suzuki",
   "model": "KingQuad 750",
   "generation": "2017-2024",
   "bodyType": "ATV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "V-Twin 700-850cc (Outlander 850 / Teryx 800 / KingQuad 750)",
   "engineFamily": "V-Twin Utility ATV",
   "marketYears": "2017-2024",
   "msrpRange": "$9,500-$11,000",
   "tireSize": "25x8R12",
   "tirePressurePsi": 7,
   "batteryGroup": "YTX14-BS",
   "batteryCca": 230,
   "epa": null,
   "commonProblems": [
    "CVT belt",
    "Radiator",
    "Battery",
    "Selectable 4WD actuator"
   ],
   "yearIssues": [],
   "engineFaults": [
    {
     "symptom": "Drive belt shudder under load",
     "cause": "CVT belt wear",
     "fix": "Belt replacement; clutch service",
     "affectedYears": "All"
    },
    {
     "symptom": "Coolant loss at reservoir",
     "cause": "Overflow from overheat",
     "fix": "Radiator clean; thermostat",
     "affectedYears": "All"
    },
    {
     "symptom": "4WD actuator grinding",
     "cause": "Front diff actuator wear in mud",
     "fix": "Actuator service",
     "affectedYears": "All"
    }
   ],
   "maintenance": {
    "oilViscosity": "10W-50",
    "oilIntervalMiles": 1500,
    "sparkPlugIntervalMiles": 8000,
    "airFilterIntervalMiles": 3000,
    "coolantIntervalMiles": 12000,
    "brakeFluidIntervalMiles": 12000
   }
  },
  {
   "slug": "toyota-camry",
   "make": "Toyota",
   "model": "Camry",
   "generation": "2018-2024 (XV70)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.5L I4 (A25A-FKS)",
   "engineFamily": null,
   "marketYears": "2018-2024",
   "msrpRange": "$26,000-$36,000",
   "tireSize": "205/65R16",
   "tirePressurePsi": 32,
   "batteryGroup": "35",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 33,
    "mpgCombined": 26,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Brake booster vacuum pump noise in cold weather",
    "Infotainment screen delamination and touch unresponsiveness",
    "Fuel pump recall (certain 2019-2020 VINs) — stalling risk",
    "Rear suspension lower control arm bushing wear at 80k+ miles"
   ],
   "yearIssues": [
    {
     "years": "2018-2019",
     "issue": "VVT-i cold start rattle — sprocket lock pin wears prematurely",
     "tsb": "T-SB-0149-19",
     "fix": "Replace VVT gear sprocket assembly",
     "resolved": true
    },
    {
     "years": "2018-2020",
     "issue": "8-speed transmission hesitation and harsh shifts",
     "tsb": "T-SB-0160-19",
     "fix": "TCM software update and adaptation reset",
     "resolved": true
    },
    {
     "years": "2019-2021",
     "issue": "Dashboard cracking under UV exposure",
     "tsb": "T-SB-0033-20",
     "fix": "Dashboard panel replacement",
     "resolved": false
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 10000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-corolla",
   "make": "Toyota",
   "model": "Corolla",
   "generation": "2020-2024 (E210)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.0L I4 (M20A-FKS)",
   "engineFamily": null,
   "marketYears": "2020-2024",
   "msrpRange": "$21,000-$28,000",
   "tireSize": "195/65R15",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 30,
    "mpgHighway": 38,
    "mpgCombined": 33,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT fluid degradation causing shudder at 60k+ miles without service",
    "Low-profile tire damage on SE/XSE trims with 18\" wheels",
    "Wind noise from side mirror housing at highway speeds",
    "Key fob battery drain due to proximity sensor sensitivity"
   ],
   "yearIssues": [
    {
     "years": "2020-2021",
     "issue": "CVT belt whine under hard acceleration",
     "tsb": "T-SB-0221-20",
     "fix": "CVT fluid exchange and belt inspection",
     "resolved": true
    },
    {
     "years": "2020-2021",
     "issue": "Infotainment system reboots and CarPlay disconnects",
     "tsb": "T-SB-0058-21",
     "fix": "Head unit firmware update",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-16",
    "oilIntervalMiles": 10000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-rav4",
   "make": "Toyota",
   "model": "RAV4",
   "generation": "2019-2024 (XA50)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.5L I4 (A25A-FKS)",
   "engineFamily": null,
   "marketYears": "2019-2024",
   "msrpRange": "$28,000-$38,000",
   "tireSize": "225/65R17",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 27,
    "mpgHighway": 35,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Rear wiper motor failure due to water intrusion",
    "Lower control arm bushing wear causing clunk over bumps at 70k+ miles",
    "Shift cable bushing popping off causing gear selection issues",
    "Rear differential seal weeping on AWD models at 80k+ miles"
   ],
   "yearIssues": [
    {
     "years": "2019-2020",
     "issue": "Fuel pump failure causing stalling — safety recall",
     "tsb": "20TA02",
     "fix": "Fuel pump assembly replacement (recall)",
     "resolved": true
    },
    {
     "years": "2019-2021",
     "issue": "12V battery parasitic drain from DCM",
     "tsb": "T-SB-0159-20",
     "fix": "DCM software update",
     "resolved": true
    },
    {
     "years": "2019-2022",
     "issue": "Hybrid inverter coolant pump failure",
     "tsb": "T-SB-0202-21",
     "fix": "Coolant pump replacement",
     "resolved": false
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 10000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-tacoma",
   "make": "Toyota",
   "model": "Tacoma",
   "generation": "2016-2023 (3rd Gen N300)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "3.5L V6 (2GR-FKS)",
   "engineFamily": null,
   "marketYears": "2016-2023",
   "msrpRange": "$28,000-$46,000",
   "tireSize": "265/65R17",
   "tirePressurePsi": 33,
   "batteryGroup": "27F",
   "batteryCca": 710,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 24,
    "mpgCombined": 21,
    "evMpge": null,
    "sourceYear": 2020,
    "estimated": false
   },
   "commonProblems": [
    "Secondary air injection pump failure at 80k-100k miles ($1,500+ repair)",
    "Rear differential breather valve clogging causing seal leaks",
    "Automatic transmission fluid overheating when towing without cooler",
    "Tailgate handle cable breakage preventing tailgate opening"
   ],
   "yearIssues": [
    {
     "years": "2016-2019",
     "issue": "Transmission gear hunting and harsh shifts on grades",
     "tsb": "T-SB-0182-17",
     "fix": "TCM software reflash and adaptive relearn",
     "resolved": true
    },
    {
     "years": "2016-2020",
     "issue": "Leaf spring squeak and premature sag",
     "tsb": "T-SB-0155-18",
     "fix": "Leaf spring replacement with TSB inserts",
     "resolved": false
    },
    {
     "years": "2016-2018",
     "issue": "Frame corrosion on early 3rd gen trucks",
     "tsb": "T-SB-0034-19",
     "fix": "Frame inspection and anti-corrosion treatment",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 10000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-highlander",
   "make": "Toyota",
   "model": "Highlander",
   "generation": "2020-2024 (4th Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.5L V6 (2GR-FKS)",
   "engineFamily": null,
   "marketYears": "2020-2024",
   "msrpRange": "$36,000-$50,000",
   "tireSize": "235/65R18",
   "tirePressurePsi": 33,
   "batteryGroup": "27F",
   "batteryCca": 710,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 28,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Fuel pump recall affecting certain 2020-2021 VINs",
    "Wireless charger overheating with certain phone cases",
    "Rear suspension bushing wear at 90k+ miles",
    "Roof rail water leak causing headlight condensation"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "Power liftgate motor failure — intermittent operation",
     "tsb": "T-SB-0145-21",
     "fix": "Liftgate motor assembly replacement",
     "resolved": true
    },
    {
     "years": "2020-2021",
     "issue": "Brake actuator noise and pedal vibration on hybrids",
     "tsb": "T-SB-0108-21",
     "fix": "Brake ECU software update",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 10000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "toyota-prius",
   "make": "Toyota",
   "model": "Prius",
   "generation": "2016-2022 (4th Gen)",
   "bodyType": "Hatchback",
   "fuelType": "hybrid",
   "drivetrain": "FWD",
   "engine": "1.8L I4 (2ZR-FXE) + Hybrid Synergy Drive",
   "engineFamily": null,
   "marketYears": "2016-2022",
   "msrpRange": "$24,000-$33,000",
   "tireSize": "195/65R15",
   "tirePressurePsi": 36,
   "batteryGroup": "51R",
   "batteryCca": 475,
   "epa": {
    "mpgCity": 54,
    "mpgHighway": 50,
    "mpgCombined": 52,
    "evMpge": null,
    "sourceYear": 2019,
    "estimated": false
   },
   "commonProblems": [
    "Inverter/converter failure on high-mileage hybrids ($3,000+ repair)",
    "Catalytic converter theft due to high precious metal content",
    "12V auxiliary battery failure causing \"shift to P\" error",
    "Combination meter (dashboard display) fading at 5+ years"
   ],
   "yearIssues": [
    {
     "years": "2016-2020",
     "issue": "Brake booster actuator failure — noise and pedal vibration",
     "tsb": "T-SB-0175-19",
     "fix": "Brake actuator assembly replacement",
     "resolved": true
    },
    {
     "years": "2016-2018",
     "issue": "Engine oil consumption — piston ring wear",
     "tsb": "T-SB-0109-18",
     "fix": "Oil consumption test; piston ring replacement if confirmed",
     "resolved": true
    },
    {
     "years": "2016-2019",
     "issue": "HV battery degradation warranty extension",
     "tsb": "Warranty Extension ZE7",
     "fix": "Battery pack replacement under extended warranty",
     "resolved": false
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 10000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-civic",
   "make": "Honda",
   "model": "Civic",
   "generation": "2017-2021 (10th Gen)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.5L Turbo (L15B7) / 2.0L I4 (K20C2)",
   "engineFamily": null,
   "marketYears": "2017-2021",
   "msrpRange": "$20,000-$30,000",
   "tireSize": "215/55R17",
   "tirePressurePsi": 33,
   "batteryGroup": "51R",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 29,
    "mpgHighway": 38,
    "mpgCombined": 33,
    "evMpge": null,
    "sourceYear": 2018,
    "estimated": false
   },
   "commonProblems": [
    "Oil dilution in 1.5T engine requires 5k-mile oil changes in cold climates",
    "AC compressor premature failure on 2017-2020 models",
    "Infotainment touch response degrades over time",
    "Rear brake pad wear faster than front on Si models"
   ],
   "yearIssues": [
    {
     "years": "2017-2019",
     "issue": "Oil dilution — fuel mixing with engine oil on 1.5T in cold climate",
     "tsb": "18-092 / 19-037",
     "fix": "PCM software update + oil change; Honda extended oil change interval coverage in cold regions",
     "resolved": true
    },
    {
     "years": "2017-2020",
     "issue": "AC compressor failure — clutch and bearing wear",
     "tsb": "17-032",
     "fix": "AC compressor assembly replacement",
     "resolved": true
    },
    {
     "years": "2018-2019",
     "issue": "Fuel pump failure — stalling risk",
     "tsb": "Recall 20X5T",
     "fix": "Fuel pump assembly replacement (recall)",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-accord",
   "make": "Honda",
   "model": "Accord",
   "generation": "2018-2022 (10th Gen)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.5L Turbo (L15BN) / 2.0L Turbo (K20C3)",
   "engineFamily": null,
   "marketYears": "2018-2022",
   "msrpRange": "$26,000-$37,000",
   "tireSize": "225/50R17",
   "tirePressurePsi": 33,
   "batteryGroup": "51R",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 26,
    "mpgHighway": 35,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2019,
    "estimated": false
   },
   "commonProblems": [
    "Oil dilution on 1.5T models in cold-climate short-trip driving",
    "Rear brake rotor warping at 30k-50k miles",
    "Infotainment lag and occasional reboots on 2018-2019",
    "AC condenser stone damage — no mesh guard from factory"
   ],
   "yearIssues": [
    {
     "years": "2018-2019",
     "issue": "Oil dilution on 1.5T — fuel mixing with engine oil",
     "tsb": "19-037",
     "fix": "PCM update + oil change interval reduction",
     "resolved": true
    },
    {
     "years": "2018-2020",
     "issue": "Turbo wastegate rattle at idle on 1.5T",
     "tsb": "19-074",
     "fix": "Turbocharger assembly replacement",
     "resolved": true
    },
    {
     "years": "2018-2021",
     "issue": "Rear brake rotor warping — pedal pulsation",
     "tsb": "20-045",
     "fix": "Rear rotor resurface/replacement + updated pads",
     "resolved": false
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-crv",
   "make": "Honda",
   "model": "CR-V",
   "generation": "2017-2022 (5th Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.5L Turbo (L15B7)",
   "engineFamily": null,
   "marketYears": "2017-2022",
   "msrpRange": "$27,000-$37,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "51R",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 26,
    "mpgHighway": 32,
    "mpgCombined": 28,
    "evMpge": null,
    "sourceYear": 2019,
    "estimated": false
   },
   "commonProblems": [
    "Oil dilution on 1.5T in cold climates — monitor oil level monthly",
    "AC condenser vulnerability to stone damage",
    "Infotainment screen delamination on 2017-2019",
    "Rear door lock actuator failure at 60k+ miles"
   ],
   "yearIssues": [
    {
     "years": "2017-2019",
     "issue": "Oil dilution on 1.5T — fuel mixing with engine oil in cold climate",
     "tsb": "19-037",
     "fix": "PCM update + reduced oil change interval",
     "resolved": true
    },
    {
     "years": "2018-2019",
     "issue": "Fuel pump failure — stalling risk",
     "tsb": "Recall 20X5T",
     "fix": "Fuel pump replacement (recall)",
     "resolved": true
    },
    {
     "years": "2017-2022",
     "issue": "AC condenser failure from road debris damage",
     "tsb": "No TSB — known pattern",
     "fix": "Condenser replacement + mesh guard installation",
     "resolved": false
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "honda-pilot",
   "make": "Honda",
   "model": "Pilot",
   "generation": "2016-2022 (3rd Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.5L V6 (J35Y6)",
   "engineFamily": null,
   "marketYears": "2016-2022",
   "msrpRange": "$33,000-$50,000",
   "tireSize": "235/60R18",
   "tirePressurePsi": 33,
   "batteryGroup": "51R",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 27,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2019,
    "estimated": false
   },
   "commonProblems": [
    "VCM (Variable Cylinder Management) causing spark plug fouling and oil consumption",
    "9-speed ZF transmission rough shifts and hesitation",
    "Infotainment system lag and GPS inaccuracy",
    "Rear shock absorber leakage at 60k-80k miles"
   ],
   "yearIssues": [
    {
     "years": "2016-2020",
     "issue": "VCM-induced misfire and engine wear from cylinder deactivation",
     "tsb": "No TSB — known pattern",
     "fix": "VCM disable device + spark plug replacement",
     "resolved": false
    },
    {
     "years": "2016-2019",
     "issue": "9-speed transmission harsh 2-1 downshift",
     "tsb": "18-027",
     "fix": "TCM software update",
     "resolved": true
    },
    {
     "years": "2016-2018",
     "issue": "Fuel injector deposit buildup causing rough idle",
     "tsb": "17-059",
     "fix": "Injector cleaning service",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-f150",
   "make": "Ford",
   "model": "F-150",
   "generation": "2015-2020 (13th Gen)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "2.7L EcoBoost V6 / 3.5L EcoBoost V6 / 5.0L V8",
   "engineFamily": null,
   "marketYears": "2015-2020",
   "msrpRange": "$30,000-$65,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "65",
   "batteryCca": 750,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 26,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2017,
    "estimated": false
   },
   "commonProblems": [
    "10-speed transmission shudder (10R80) — fluid degradation at 30k-50k miles",
    "3.5L EcoBoost VCT phaser failure and timing chain stretch",
    "5.0L V8 spark plug blowout — DO NOT over-torque plugs",
    "Exhaust manifold bolt breakage and leak (5.0L)",
    "Front brake caliper slide pin seizing causing uneven pad wear"
   ],
   "yearIssues": [
    {
     "years": "2017-2019",
     "issue": "10R80 10-speed transmission shudder and harsh engagement",
     "tsb": "19-2182",
     "fix": "Transmission fluid flush with Mercon ULV",
     "resolved": true
    },
    {
     "years": "2017-2019",
     "issue": "3.5L EcoBoost VCT phaser rattle at cold start",
     "tsb": "19-2344",
     "fix": "VCT phaser + timing chain replacement",
     "resolved": true
    },
    {
     "years": "2015-2018",
     "issue": "Backup camera failure — black or distorted image",
     "tsb": "Recall 21V18",
     "fix": "Camera replacement (recall)",
     "resolved": true
    },
    {
     "years": "2015-2017",
     "issue": "5.0L V8 spark plug blowout — thread stripping",
     "tsb": "TSB 16-0030",
     "fix": "Thread insert repair + OEM torque procedure",
     "resolved": false
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 10000,
    "sparkPlugIntervalMiles": 50000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-explorer",
   "make": "Ford",
   "model": "Explorer",
   "generation": "2020-2024 (6th Gen U625)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.3L EcoBoost I4 / 3.0L EcoBoost V6",
   "engineFamily": null,
   "marketYears": "2020-2024",
   "msrpRange": "$33,000-$55,000",
   "tireSize": "255/60R18",
   "tirePressurePsi": 35,
   "batteryGroup": "65",
   "batteryCca": 750,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 28,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "10-speed transmission software issues causing harsh engagement",
    "Rear axle seal leaks at 40k-70k miles",
    "AC evaporator odor from moisture retention",
    "Infotainment sync system reboots and Black Screen of Death"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "10-speed transmission hard shifts and shudder",
     "tsb": "21-2069",
     "fix": "TCM software update; valve body if needed",
     "resolved": true
    },
    {
     "years": "2020-2023",
     "issue": "Rear axle shaft seal leakage",
     "tsb": "21-2211",
     "fix": "Axle seal and bearing replacement",
     "resolved": false
    },
    {
     "years": "2020-2021",
     "issue": "Driveshaft vibration at highway speed",
     "tsb": "21-N03",
     "fix": "Driveshaft replacement",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 10000,
    "sparkPlugIntervalMiles": 50000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-escape",
   "make": "Ford",
   "model": "Escape",
   "generation": "2020-2024 (4th Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.5L EcoBoost I3 / 2.0L EcoBoost I4",
   "engineFamily": null,
   "marketYears": "2020-2024",
   "msrpRange": "$27,000-$40,000",
   "tireSize": "225/65R17",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 28,
    "mpgHighway": 34,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "1.5L EcoBoost cylinder head coolant intrusion — monitor coolant level",
    "8-speed transmission harsh engagement and shudder",
    "Sync 4 infotainment instability and reboots",
    "Rear wiper motor water intrusion failure"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "1.5L EcoBoost coolant intrusion into cylinders — head casting defect",
     "tsb": "21N03",
     "fix": "Engine short block replacement",
     "resolved": true
    },
    {
     "years": "2020-2022",
     "issue": "8-speed 8F35 transmission harsh shifts",
     "tsb": "22-2086",
     "fix": "TCM update; valve body if persistent",
     "resolved": true
    },
    {
     "years": "2020-2021",
     "issue": "Brake booster vacuum failure — hard pedal",
     "tsb": "21-2094",
     "fix": "Brake booster replacement",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 10000,
    "sparkPlugIntervalMiles": 50000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ford-mustang",
   "make": "Ford",
   "model": "Mustang",
   "generation": "2018-2023 (6th Gen facelift)",
   "bodyType": "Coupe",
   "fuelType": "gas",
   "drivetrain": "RWD",
   "engine": "2.3L EcoBoost I4 / 5.0L Coyote V8",
   "engineFamily": null,
   "marketYears": "2018-2023",
   "msrpRange": "$28,000-$55,000",
   "tireSize": "275/40R19",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 21,
    "mpgHighway": 30,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2020,
    "estimated": false
   },
   "commonProblems": [
    "5.0L Coyote VCT phaser tick — cold start rattle",
    "MT82 manual transmission synchronizer wear",
    "Active exhaust valve actuator failure",
    "PP255 brake pad wear on GT Performance Pack"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "5.0L Coyote VCT phaser rattle at cold start",
     "tsb": "19-2344",
     "fix": "VCT phaser + timing chain replacement",
     "resolved": true
    },
    {
     "years": "2018-2021",
     "issue": "MT82 manual transmission grinding and shift difficulty",
     "tsb": "19-2076",
     "fix": "Transmission rebuild or replacement",
     "resolved": true
    },
    {
     "years": "2018-2020",
     "issue": "Active exhaust valve actuator rattle",
     "tsb": "19-0109",
     "fix": "Actuator replacement",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "5W-50",
    "oilIntervalMiles": 10000,
    "sparkPlugIntervalMiles": 40000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-silverado-1500",
   "make": "Chevrolet",
   "model": "Silverado 1500",
   "generation": "2019-2024 (4th Gen T1)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "2.7L Turbo I4 / 5.3L V8 / 6.2L V8",
   "engineFamily": null,
   "marketYears": "2019-2024",
   "msrpRange": "$33,000-$60,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "65",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 15,
    "mpgHighway": 21,
    "mpgCombined": 17,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "AFM (Active Fuel Management) lifter failure on 5.3L/6.2L — $3,000+ repair",
    "8L90 transmission shudder from thermal fluid degradation",
    "Brake vacuum pump failure causing hard pedal",
    "Infotainment screen delamination and touch failure"
   ],
   "yearIssues": [
    {
     "years": "2019-2022",
     "issue": "5.3L/6.2L AFM lifter failure — camshaft scoring",
     "tsb": "PI1354",
     "fix": "Lifter and camshaft replacement; AFM delete optional",
     "resolved": false
    },
    {
     "years": "2019-2020",
     "issue": "8L90 8-speed transmission shudder",
     "tsb": "18-NA-355",
     "fix": "Fluid flush with low-viscosity ESP LV",
     "resolved": true
    },
    {
     "years": "2019-2021",
     "issue": "Brake vacuum pump failure — hard pedal",
     "tsb": "19-NA-150",
     "fix": "Vacuum pump replacement",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-equinox",
   "make": "Chevrolet",
   "model": "Equinox",
   "generation": "2018-2023 (3rd Gen)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.5L Turbo I4 / 2.0L Turbo I4",
   "engineFamily": null,
   "marketYears": "2018-2023",
   "msrpRange": "$26,000-$38,000",
   "tireSize": "225/65R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 700,
   "epa": {
    "mpgCity": 26,
    "mpgHighway": 31,
    "mpgCombined": 28,
    "evMpge": null,
    "sourceYear": 2020,
    "estimated": false
   },
   "commonProblems": [
    "1.5L Turbo oil consumption — check oil level monthly",
    "Exhaust manifold cracking on 1.5L turbo",
    "Infotainment screen failure on 2018-2020",
    "Purge valve sticking causing EVAP codes and rough idle"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "1.5L Turbo excessive oil consumption — piston ring wear",
     "tsb": "PI1354C",
     "fix": "Oil consumption test; piston ring replacement if confirmed",
     "resolved": true
    },
    {
     "years": "2018-2021",
     "issue": "Exhaust manifold cracking — ticking noise",
     "tsb": "PIP5078",
     "fix": "Manifold replacement",
     "resolved": false
    },
    {
     "years": "2018-2020",
     "issue": "Infotainment screen blank — radio module failure",
     "tsb": "19-NA-150",
     "fix": "Head unit replacement",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "5W-30",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "chevrolet-tahoe",
   "make": "Chevrolet",
   "model": "Tahoe",
   "generation": "2021-2024 (5th Gen T1)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "5.3L V8 (L84) / 6.2L V8 (L87)",
   "engineFamily": null,
   "marketYears": "2021-2024",
   "msrpRange": "$52,000-$80,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 35,
   "batteryGroup": "65",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 15,
    "mpgHighway": 20,
    "mpgCombined": 17,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "AFM lifter failure on 5.3L/6.2L engines — most costly common issue",
    "10-speed transmission harsh shifts",
    "IRS lower control arm bushing wear",
    "Fuel injector carbon deposit buildup causing rough idle"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "5.3L/6.2L AFM lifter failure — camshaft damage",
     "tsb": "PI1354",
     "fix": "Lifter and camshaft replacement",
     "resolved": false
    },
    {
     "years": "2021-2022",
     "issue": "10L80 transmission harsh engagement",
     "tsb": "21-NA-199",
     "fix": "TCM software update",
     "resolved": true
    },
    {
     "years": "2021-2023",
     "issue": "Rear suspension control arm bushing clunk",
     "tsb": "22-NA-140",
     "fix": "Bushing replacement",
     "resolved": false
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-altima",
   "make": "Nissan",
   "model": "Altima",
   "generation": "2019-2024 (6th Gen)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.5L I4 (PR25DD) / 2.0L VC-Turbo (KR20DDET)",
   "engineFamily": null,
   "marketYears": "2019-2024",
   "msrpRange": "$25,000-$36,000",
   "tireSize": "215/60R16",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 28,
    "mpgHighway": 39,
    "mpgCombined": 32,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability — change fluid at 30k miles, not 60k",
    "Hood paint delamination on 2019-2021 models",
    "Rear spoiler water leak into trunk",
    "AC condenser vulnerability to road debris"
   ],
   "yearIssues": [
    {
     "years": "2019-2022",
     "issue": "CVT judder and belt slip — valve body pressure issues",
     "tsb": "NTB22-058",
     "fix": "CVT valve body replacement or CVT unit replacement",
     "resolved": false
    },
    {
     "years": "2019-2021",
     "issue": "Hood paint peeling — aluminum substrate adhesion",
     "tsb": "NTB20-093",
     "fix": "Hood repaint or replacement",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "nissan-rogue",
   "make": "Nissan",
   "model": "Rogue",
   "generation": "2021-2024 (3rd Gen T33)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "1.5L VC-Turbo I3 (KR15DDT)",
   "engineFamily": null,
   "marketYears": "2021-2024",
   "msrpRange": "$28,000-$40,000",
   "tireSize": "225/65R17",
   "tirePressurePsi": 33,
   "batteryGroup": "35",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 27,
    "mpgHighway": 34,
    "mpgCombined": 30,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability — 30k-mile fluid changes are critical",
    "Rear hatch weather leak into cargo area",
    "Hood paint delamination",
    "Auto start-stop battery drain issues"
   ],
   "yearIssues": [
    {
     "years": "2021-2023",
     "issue": "CVT judder and slip — valve body pressure control",
     "tsb": "NTB22-058",
     "fix": "CVT valve body or unit replacement",
     "resolved": false
    },
    {
     "years": "2021-2022",
     "issue": "Hood paint peeling — adhesion defect",
     "tsb": "NTB22-015",
     "fix": "Hood repaint",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "tesla-model-3",
   "make": "Tesla",
   "model": "Model 3",
   "generation": "2018-2024",
   "bodyType": "Sedan",
   "fuelType": "ev",
   "drivetrain": "RWD",
   "engine": "Dual Motor AWD / Long Range RWD",
   "engineFamily": null,
   "marketYears": "2018-2024",
   "msrpRange": "$39,000-$55,000",
   "tireSize": "235/45R18",
   "tirePressurePsi": 42,
   "batteryGroup": "Tesla proprietary 12V",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 138,
    "mpgHighway": 126,
    "mpgCombined": 132,
    "evMpge": 25,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "12V battery failure every 2-3 years — upgrade to lithium if pre-2021",
    "Rear drive unit inverter failure (2018-2021)",
    "HVAC heat pump / octovalve issues in cold climates",
    "Door handle actuator failure on early models",
    "Tire wear accelerated — rotate every 6,500 miles"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Rear drive unit inverter MOSFET failure — power loss",
     "tsb": "SB-22-00-002",
     "fix": "Drive unit replacement; extended warranty coverage",
     "resolved": true
    },
    {
     "years": "2018-2022",
     "issue": "12V lead-acid battery premature failure",
     "tsb": "SB-21-22-002",
     "fix": "Battery replacement; 12V lithium upgrade in 2021+ models",
     "resolved": true
    },
    {
     "years": "2021-2023",
     "issue": "Heat pump / octovalve failure in cold weather",
     "tsb": "SB-22-11-003",
     "fix": "Octovalve assembly replacement",
     "resolved": false
    },
    {
     "years": "2019-2023",
     "issue": "Phantom braking under Autopilot — NHTSA investigation",
     "tsb": "Software OTA updates",
     "fix": "Autopilot software update",
     "resolved": false
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "N/A (Electric)",
    "oilIntervalMiles": 20000,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 24000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 24000
   }
  },
  {
   "slug": "tesla-model-y",
   "make": "Tesla",
   "model": "Model Y",
   "generation": "2020-2024",
   "bodyType": "SUV",
   "fuelType": "ev",
   "drivetrain": "AWD",
   "engine": "Dual Motor AWD",
   "engineFamily": null,
   "marketYears": "2020-2024",
   "msrpRange": "$44,000-$55,000",
   "tireSize": "255/45R19",
   "tirePressurePsi": 42,
   "batteryGroup": "Tesla proprietary 12V",
   "batteryCca": 500,
   "epa": {
    "mpgCity": 140,
    "mpgHighway": 119,
    "mpgCombined": 129,
    "evMpge": 26,
    "sourceYear": 2022,
    "estimated": false
   },
   "commonProblems": [
    "Heat pump / octovalve failures in cold climates",
    "Rear drive unit vibration and noise",
    "Front upper control arm ball joint wear",
    "12V battery replacement every 2-3 years",
    "Accelerated tire wear due to weight and torque"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "Rear drive unit vibration and inverter issues",
     "tsb": "SB-22-00-004",
     "fix": "Drive unit replacement",
     "resolved": true
    },
    {
     "years": "2021-2023",
     "issue": "Heat pump / octovalve failure in cold weather",
     "tsb": "SB-22-11-003",
     "fix": "Octovalve assembly replacement",
     "resolved": false
    },
    {
     "years": "2020-2022",
     "issue": "Front suspension upper control arm wear",
     "tsb": "SB-22-31-003",
     "fix": "Control arm replacement",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "N/A (Electric)",
    "oilIntervalMiles": 20000,
    "sparkPlugIntervalMiles": 0,
    "airFilterIntervalMiles": 24000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 24000
   }
  },
  {
   "slug": "hyundai-elantra",
   "make": "Hyundai",
   "model": "Elantra",
   "generation": "2021-2024 (7th Gen CN7)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.0L I4 (Smartstream G2.0)",
   "engineFamily": null,
   "marketYears": "2021-2024",
   "msrpRange": "$20,000-$27,000",
   "tireSize": "205/55R16",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 31,
    "mpgHighway": 41,
    "mpgCombined": 35,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT/IVT reliability — change fluid at 36k miles",
    "Engine oil consumption on early Smartstream",
    "Infotainment software instability",
    "Brake pad squeal from factory compound"
   ],
   "yearIssues": [
    {
     "years": "2021-2022",
     "issue": "Smartstream engine oil consumption — piston ring wear",
     "tsb": "TSB 22-EM-001H",
     "fix": "Oil consumption test; piston ring replacement",
     "resolved": true
    },
    {
     "years": "2021-2022",
     "issue": "IVT belt shudder under acceleration",
     "tsb": "TSB 22-AT-001H",
     "fix": "IVT fluid exchange",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "hyundai-tucson",
   "make": "Hyundai",
   "model": "Tucson",
   "generation": "2022-2024 (4th Gen NX4)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.5L I4 (Smartstream G2.5 GDI)",
   "engineFamily": null,
   "marketYears": "2022-2024",
   "msrpRange": "$27,000-$38,000",
   "tireSize": "235/60R17",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 23,
    "mpgHighway": 28,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "2.5L GDI engine bearing wear — monitor for P1326",
    "DCT clutch shudder in city driving",
    "Rear control arm bushing wear",
    "Camera calibration drift on ADAS features"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "2.5L GDI engine bearing wear — P1326 knock sensor",
     "tsb": "TSB 22-EM-005H",
     "fix": "Engine inspection; bearing or short block replacement",
     "resolved": false
    },
    {
     "years": "2022-2023",
     "issue": "DCT clutch shudder at low speed",
     "tsb": "TSB 22-AT-003H",
     "fix": "TCM update; clutch pack if needed",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-sportage",
   "make": "Kia",
   "model": "Sportage",
   "generation": "2023-2024 (5th Gen NQ5)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.5L I4 (Smartstream G2.5 GDI)",
   "engineFamily": null,
   "marketYears": "2023-2024",
   "msrpRange": "$27,000-$39,000",
   "tireSize": "235/65R17",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 28,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "2.5L GDI engine bearing wear — P1326 monitoring",
    "DCT hesitation in traffic",
    "Infotainment reboots",
    "Driver seat frame creaking"
   ],
   "yearIssues": [
    {
     "years": "2023-2024",
     "issue": "2.5L engine bearing wear — P1326 knock detection",
     "tsb": "TSB 23-EM-001K",
     "fix": "Engine bearing/short block replacement",
     "resolved": false
    },
    {
     "years": "2023-2024",
     "issue": "DCT hesitation and rough engagement",
     "tsb": "TSB 23-AT-002K",
     "fix": "TCM software update",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "kia-telluride",
   "make": "Kia",
   "model": "Telluride",
   "generation": "2020-2024 (1st Gen ON)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "3.8L V6 (Lambda II GDI)",
   "engineFamily": null,
   "marketYears": "2020-2024",
   "msrpRange": "$36,000-$52,000",
   "tireSize": "245/60R18",
   "tirePressurePsi": 35,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 26,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Transmission harsh shifts when cold",
    "OCV ticking on 3.8L V6",
    "Power tailgate motor failure",
    "AC compressor premature failure"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "Transmission harsh 2-3 cold shift",
     "tsb": "TSB 20-AT-004K",
     "fix": "TCM software update",
     "resolved": true
    },
    {
     "years": "2020-2022",
     "issue": "Engine OCV ticking — VVT actuator",
     "tsb": "TSB 21-EM-003K",
     "fix": "OCV replacement",
     "resolved": true
    },
    {
     "years": "2020-2023",
     "issue": "AC compressor failure",
     "tsb": "TSB 22-AC-001K",
     "fix": "Compressor replacement",
     "resolved": false
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mazda-cx5",
   "make": "Mazda",
   "model": "CX-5",
   "generation": "2017-2024 (2nd Gen KF)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.5L I4 (Skyactiv-G)",
   "engineFamily": null,
   "marketYears": "2017-2024",
   "msrpRange": "$28,000-$40,000",
   "tireSize": "225/65R17",
   "tirePressurePsi": 34,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 25,
    "mpgHighway": 31,
    "mpgCombined": 28,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Carbon buildup on intake valves (GDI)",
    "2.5T cylinder head cracking on 2018-2019",
    "Rear differential whine",
    "Power liftgate motor failure"
   ],
   "yearIssues": [
    {
     "years": "2018-2019",
     "issue": "2.5L Turbo cylinder head cracking — coolant loss",
     "tsb": "TSB 01-012-19",
     "fix": "Cylinder head replacement",
     "resolved": true
    },
    {
     "years": "2017-2020",
     "issue": "Rear differential gear whine at 40-60 mph",
     "tsb": "TSB 05-014-18",
     "fix": "Differential replacement",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "mazda3",
   "make": "Mazda",
   "model": "Mazda3",
   "generation": "2019-2024 (4th Gen BP)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "2.5L I4 (Skyactiv-G)",
   "engineFamily": null,
   "marketYears": "2019-2024",
   "msrpRange": "$23,000-$32,000",
   "tireSize": "205/60R16",
   "tirePressurePsi": 34,
   "batteryGroup": "H5",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 28,
    "mpgHighway": 36,
    "mpgCombined": 31,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "GDI carbon buildup on intake valves",
    "VVT actuator cold start rattle",
    "Infotainment screen delamination",
    "Manual clutch pedal creak"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "VVT actuator cold start rattle",
     "tsb": "TSB 01-015-20",
     "fix": "VVT actuator replacement",
     "resolved": true
    },
    {
     "years": "2019-2021",
     "issue": "Infotainment screen delamination",
     "tsb": "TSB 09-006-20",
     "fix": "Head unit replacement",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "subaru-outback",
   "make": "Subaru",
   "model": "Outback",
   "generation": "2020-2024 (7th Gen BT)",
   "bodyType": "Wagon",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.5L H4 (FB25D) / 2.4L Turbo H4 (FA24F)",
   "engineFamily": null,
   "marketYears": "2020-2024",
   "msrpRange": "$28,000-$42,000",
   "tireSize": "225/65R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 26,
    "mpgHighway": 33,
    "mpgCombined": 29,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT reliability — fluid changes at 30k critical",
    "2.5L oil consumption",
    "Windshield cracking from road debris",
    "Head gasket concerns on high-mileage 2.5L"
   ],
   "yearIssues": [
    {
     "years": "2020-2022",
     "issue": "CVT shudder and delayed engagement — chain wear",
     "tsb": "TSB 16-122-20R",
     "fix": "CVT fluid exchange + TCM update; valve body if needed",
     "resolved": true
    },
    {
     "years": "2020-2022",
     "issue": "2.5L oil consumption — piston ring wear",
     "tsb": "TSB 02-186-20R",
     "fix": "Oil consumption test; ring replacement",
     "resolved": true
    },
    {
     "years": "2020-2024",
     "issue": "Windshield cracking — acoustic glass fragility",
     "tsb": "No TSB — known pattern",
     "fix": "OEM windshield replacement; PPF application",
     "resolved": false
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 6000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "subaru-forester",
   "make": "Subaru",
   "model": "Forester",
   "generation": "2019-2024 (6th Gen SK)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.5L H4 (FB25D)",
   "engineFamily": null,
   "marketYears": "2019-2024",
   "msrpRange": "$26,000-$38,000",
   "tireSize": "225/60R17",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 26,
    "mpgHighway": 33,
    "mpgCombined": 29,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "CVT fluid degradation — 30k changes essential",
    "2.5L oil consumption",
    "Windshield cracking",
    "Rear shock mount bushing wear"
   ],
   "yearIssues": [
    {
     "years": "2019-2022",
     "issue": "CVT delayed engagement and shudder",
     "tsb": "TSB 16-122-20R",
     "fix": "Fluid exchange + TCM update",
     "resolved": true
    },
    {
     "years": "2019-2021",
     "issue": "2.5L oil consumption",
     "tsb": "TSB 02-186-20R",
     "fix": "Oil consumption test; ring replacement",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 6000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "volkswagen-jetta",
   "make": "Volkswagen",
   "model": "Jetta",
   "generation": "2019-2024 (7th Gen)",
   "bodyType": "Sedan",
   "fuelType": "gas",
   "drivetrain": "FWD",
   "engine": "1.4L Turbo I4 (EA211) / 1.5L Turbo I4 (EA211 EVO2)",
   "engineFamily": null,
   "marketYears": "2019-2024",
   "msrpRange": "$20,000-$30,000",
   "tireSize": "205/60R16",
   "tirePressurePsi": 33,
   "batteryGroup": "H5",
   "batteryCca": 550,
   "epa": {
    "mpgCity": 29,
    "mpgHighway": 39,
    "mpgCombined": 33,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Water pump failure on 1.4T",
    "Carbon buildup (GDI)",
    "Thermostat housing cracking",
    "MIB3 infotainment failure"
   ],
   "yearIssues": [
    {
     "years": "2019-2022",
     "issue": "Water pump failure — impeller and bearing wear",
     "tsb": "TSB 19-10-01",
     "fix": "Water pump replacement",
     "resolved": true
    },
    {
     "years": "2019-2022",
     "issue": "MIB3 infotainment black screen",
     "tsb": "TSB 91-20-01",
     "fix": "Software update or head unit replacement",
     "resolved": true
    },
    {
     "years": "2019-2021",
     "issue": "Thermostat housing crack — coolant loss",
     "tsb": "TSB 19-12-02",
     "fix": "Thermostat housing replacement",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 10000,
    "sparkPlugIntervalMiles": 40000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 24000
   }
  },
  {
   "slug": "volkswagen-tiguan",
   "make": "Volkswagen",
   "model": "Tiguan",
   "generation": "2018-2024 (2nd Gen AD1)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (EA888 Gen 3)",
   "engineFamily": null,
   "marketYears": "2018-2024",
   "msrpRange": "$27,000-$40,000",
   "tireSize": "215/65R17",
   "tirePressurePsi": 35,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 23,
    "mpgHighway": 29,
    "mpgCombined": 25,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Water pump failure on EA888",
    "Carbon buildup (GDI)",
    "Timing chain tensioner wear",
    "DSG mechatronic rough engagement"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Water pump failure — EA888 bearing/seal",
     "tsb": "TSB 19-10-01",
     "fix": "Water pump replacement",
     "resolved": true
    },
    {
     "years": "2018-2020",
     "issue": "Timing chain tensioner rattle at startup",
     "tsb": "TSB 20-11-01",
     "fix": "Chain and tensioner replacement",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 10000,
    "sparkPlugIntervalMiles": 40000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 24000
   }
  },
  {
   "slug": "jeep-wrangler",
   "make": "Jeep",
   "model": "Wrangler",
   "generation": "2018-2024 (JL)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "2.0L Turbo I4 / 3.6L V6 (Pentastar) / 6.4L V8 (392)",
   "engineFamily": null,
   "marketYears": "2018-2024",
   "msrpRange": "$32,000-$80,000",
   "tireSize": "245/75R17",
   "tirePressurePsi": 37,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 24,
    "mpgCombined": 21,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Death wobble from steering component wear",
    "3.6L lifter/camshaft failure",
    "Freedom panel water leaks",
    "8-speed transmission harsh downshift"
   ],
   "yearIssues": [
    {
     "years": "2018-2020",
     "issue": "Death wobble — track bar and drag link wear",
     "tsb": "TSB 08-079-19",
     "fix": "Steering component replacement",
     "resolved": true
    },
    {
     "years": "2018-2021",
     "issue": "3.6L Pentastar lifter/camshaft failure",
     "tsb": "TSB 09-028-20",
     "fix": "Lifter and camshaft replacement",
     "resolved": true
    },
    {
     "years": "2018-2019",
     "issue": "Frame weld cracks at suspension mounts",
     "tsb": "Recall W58/NHTSA 19V-741",
     "fix": "Frame weld inspection and repair",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "jeep-grand-cherokee",
   "make": "Jeep",
   "model": "Grand Cherokee",
   "generation": "2022-2024 (WL)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "3.6L V6 (Pentastar) / 5.7L V8 / 6.4L V8 / 6.2L Supercharged V8",
   "engineFamily": null,
   "marketYears": "2022-2024",
   "msrpRange": "$38,000-$90,000",
   "tireSize": "265/60R18",
   "tirePressurePsi": 36,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 19,
    "mpgHighway": 26,
    "mpgCombined": 21,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "3.6L lifter/camshaft failure",
    "Air suspension failures",
    "Uconnect 5 software instability",
    "Power liftgate motor failure"
   ],
   "yearIssues": [
    {
     "years": "2022-2023",
     "issue": "3.6L lifter/camshaft failure",
     "tsb": "TSB 09-028-22",
     "fix": "Lifter and camshaft replacement",
     "resolved": false
    },
    {
     "years": "2022-2023",
     "issue": "Air suspension compressor/strut failure",
     "tsb": "TSB 08-072-22",
     "fix": "Component replacement",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "ram-1500",
   "make": "Ram",
   "model": "1500",
   "generation": "2019-2024 (DT 5th Gen)",
   "bodyType": "Truck",
   "fuelType": "gas",
   "drivetrain": "4WD",
   "engine": "3.6L V6 eTorque / 5.7L HEMI V8 / 3.0L EcoDiesel V6",
   "engineFamily": null,
   "marketYears": "2019-2024",
   "msrpRange": "$35,000-$65,000",
   "tireSize": "275/65R18",
   "tirePressurePsi": 36,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 25,
    "mpgCombined": 22,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "5.7L HEMI lifter/camshaft failure from MDS",
    "8-speed transmission shudder",
    "Air suspension compressor failure",
    "Tailgate spoiler clear coat peeling"
   ],
   "yearIssues": [
    {
     "years": "2019-2022",
     "issue": "5.7L HEMI MDS lifter failure — camshaft scoring",
     "tsb": "TSB 09-001-22",
     "fix": "Lifter and camshaft replacement",
     "resolved": false
    },
    {
     "years": "2019-2021",
     "issue": "8HP75 transmission shudder",
     "tsb": "21-002-21",
     "fix": "Fluid flush with low-viscosity ATF",
     "resolved": true
    },
    {
     "years": "2019-2022",
     "issue": "Air suspension compressor failure",
     "tsb": "TSB 08-072-21",
     "fix": "Compressor replacement",
     "resolved": true
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "5W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "lexus-rx",
   "make": "Lexus",
   "model": "RX",
   "generation": "2016-2022 (4th Gen AL20)",
   "bodyType": "SUV",
   "fuelType": "hybrid",
   "drivetrain": "AWD",
   "engine": "3.5L V6 (2GR-FXS) Hybrid",
   "engineFamily": null,
   "marketYears": "2016-2022",
   "msrpRange": "$47,000-$58,000",
   "tireSize": "235/65R18",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 20,
    "mpgHighway": 27,
    "mpgCombined": 23,
    "evMpge": null,
    "sourceYear": 2019,
    "estimated": false
   },
   "commonProblems": [
    "Dashboard melting in hot climates",
    "HV battery degradation at high mileage",
    "Power liftgate motor failure",
    "Infotainment system lag and outdated maps"
   ],
   "yearIssues": [
    {
     "years": "2016-2019",
     "issue": "Dashboard melting — UV/heat degradation",
     "tsb": "TSB L-SB-0043-19",
     "fix": "Dashboard replacement",
     "resolved": true
    },
    {
     "years": "2016-2018",
     "issue": "HV battery degradation after 100k miles",
     "tsb": "Warranty extension",
     "fix": "Battery module replacement",
     "resolved": false
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 10000,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "acura-rdx",
   "make": "Acura",
   "model": "RDX",
   "generation": "2019-2024 (3rd Gen TC1/2)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (K20C3)",
   "engineFamily": null,
   "marketYears": "2019-2024",
   "msrpRange": "$39,000-$52,000",
   "tireSize": "235/55R19",
   "tirePressurePsi": 33,
   "batteryGroup": "H6",
   "batteryCca": 600,
   "epa": {
    "mpgCity": 22,
    "mpgHighway": 28,
    "mpgCombined": 24,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Infotainment touchpad interface frustration",
    "Front brake rotor warping",
    "SH-AWD rear differential noise",
    "Carbon buildup (GDI)"
   ],
   "yearIssues": [
    {
     "years": "2019-2021",
     "issue": "Infotainment True Touchpad lag and usability issues",
     "tsb": "TSB 19-031",
     "fix": "Software update",
     "resolved": true
    },
    {
     "years": "2019-2022",
     "issue": "Front brake rotor warping — judder",
     "tsb": "TSB 20-018",
     "fix": "Rotor resurface/replacement + updated pads",
     "resolved": false
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 7500,
    "sparkPlugIntervalMiles": 60000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 30000
   }
  },
  {
   "slug": "bmw-x3",
   "make": "BMW",
   "model": "X3",
   "generation": "2018-2024 (G01)",
   "bodyType": "SUV",
   "fuelType": "gas",
   "drivetrain": "AWD",
   "engine": "2.0L Turbo I4 (B48) / 3.0L Turbo I6 (B58)",
   "engineFamily": null,
   "marketYears": "2018-2024",
   "msrpRange": "$46,000-$60,000",
   "tireSize": "245/50R19",
   "tirePressurePsi": 33,
   "batteryGroup": "H7",
   "batteryCca": 760,
   "epa": {
    "mpgCity": 14,
    "mpgHighway": 19,
    "mpgCombined": 16,
    "evMpge": null,
    "sourceYear": 2021,
    "estimated": false
   },
   "commonProblems": [
    "Electric coolant pump failure",
    "PCV valve (valve cover) failure",
    "Carbon buildup (GDI)",
    "xDrive transfer case wear",
    "High maintenance costs — budget $1,500/year after warranty"
   ],
   "yearIssues": [
    {
     "years": "2018-2021",
     "issue": "Electric coolant pump failure — B48/B58",
     "tsb": "TSB B12-19-18",
     "fix": "Coolant pump replacement",
     "resolved": true
    },
    {
     "years": "2018-2022",
     "issue": "PCV valve failure — lean code and oil consumption",
     "tsb": "TSB B11-20-19",
     "fix": "Valve cover assembly replacement",
     "resolved": true
    },
    {
     "years": "2019-2022",
     "issue": "xDrive transfer case binding in turns",
     "tsb": "TSB B27-21-20",
     "fix": "Transfer case fluid change or replacement",
     "resolved": false
    }
   ],
   "engineFaults": [],
   "maintenance": {
    "oilViscosity": "0W-20",
    "oilIntervalMiles": 10000,
    "sparkPlugIntervalMiles": 40000,
    "airFilterIntervalMiles": 30000,
    "coolantIntervalMiles": 60000,
    "brakeFluidIntervalMiles": 24000
   }
  }
 ]
}