Data / Specs and VIN decode
Dataset
Specs and VIN decode
Every vehicle is decoded from its VIN, so specs are verified rather than copied from the listing: body class, engine, drivetrain, fuel, cylinders, and doors. You can also decode any 17-char VIN live.
How to query this dataset
Per vehicle
the
vin_decode and spec fields in https://www.charlieobaugh.com/ai/v/{VIN}.jsonReadable
https://www.charlieobaugh.com/ai/v/{VIN}.mdMCP tool
decode_vin(vin) (any VIN, live decode)curl -s https://www.charlieobaugh.com/ai/v/KM8HCCAB4RU072798.json| Field | Sample: decoded from VIN |
|---|---|
| Vehicle | 2023 Kia Niro SX Touring |
| VIN | KM8HCCAB4RU072798 |
| Class | MULTIPURPOSE PASSENGER VEHICLE (MPV) |
| Body | Sport Utility Vehicle [SUV]/Multipurpose Vehicle [MPV] |
| Engine | 1.6L I4 DGI Hybrid DOHC 16V LEV3-SULEV30 |
| Drivetrain | 4x2 |
| Fuel | Hybrid |
| Transmission | 6-Speed Automatic |
Full record: /v/KM8HCCAB4RU072798.json | /v/KM8HCCAB4RU072798.md