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://ailc-test.brandry.ai/ai/v/{VIN}.json
Readable
https://ailc-test.brandry.ai/ai/v/{VIN}.md
MCP tool
decode_vin(vin) (any VIN, live decode)
curl
curl -s https://ailc-test.brandry.ai/ai/v/2G1FT1EWXE9168576.json
FieldSample: decoded from VIN
Vehicle2019 Chevrolet Trax LT
VIN2G1FT1EWXE9168576
ClassMULTIPURPOSE PASSENGER VEHICLE (MPV)
BodySport Utility Vehicle [SUV]/Multipurpose Vehicle [MPV]
EngineECOTEC 1.4L I4 SMPI DOHC Turbocharged VVT
DrivetrainAWD
FuelGasoline
Transmission6-Speed Automatic

Prices checked against inventory data from .