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.terryautooutletva.com/v/{VIN}.json
Readable
https://ai.terryautooutletva.com/v/{VIN}.md
MCP tool
decode_vin(vin) (any VIN, live decode)
curl
curl -s https://ai.terryautooutletva.com/v/2LMTJ8KR0GBL54534.json
FieldSample: decoded from VIN
Vehicle2024 Volkswagen Taos 1.5T SE
VIN2LMTJ8KR0GBL54534
ClassMULTIPURPOSE PASSENGER VEHICLE (MPV)
BodySport Utility Vehicle (SUV)/Multi-Purpose Vehicle (MPV)
EngineI-4 cyl
DrivetrainFront-Wheel Drive
FuelOther
Transmission8-Speed Automatic with Tiptronic