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://ai.williamsburgauto.com/v/{VIN}.jsonReadable
https://ai.williamsburgauto.com/v/{VIN}.mdMCP tool
decode_vin(vin) (any VIN, live decode)curl -s https://ai.williamsburgauto.com/v/WVWTR7AN6ME002656.json| Field | Sample: decoded from VIN |
|---|---|
| Vehicle | 2021 Volkswagen Arteon 2.0T SEL Premium R-Line |
| VIN | WVWTR7AN6ME002656 |
| Class | PASSENGER CAR |
| Body | Hatchback/Liftback/Notchback |
| Engine | 2.0L TSI DOHC |
| Drivetrain | AWD |
| Fuel | Gasoline |
| Transmission | 8-Speed Automatic with Tiptronic |
Full record: /v/WVWTR7AN6ME002656.json | /v/WVWTR7AN6ME002656.md