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.castlehyundaioaklawn.com/v/{VIN}.json
Readable
https://ai.castlehyundaioaklawn.com/v/{VIN}.md
MCP tool
decode_vin(vin) (any VIN, live decode)
curl
curl -s https://ai.castlehyundaioaklawn.com/v/KM8JEDD18TU538714.json
FieldSample: decoded from VIN
Vehicle2016 Jeep Renegade Trailhawk
VINKM8JEDD18TU538714
ClassMULTIPURPOSE PASSENGER VEHICLE (MPV)
BodySport Utility Vehicle [SUV]/Multipurpose Vehicle [MPV]
Engine2.4L I4 MultiAir
Drivetrain4WD
FuelGasoline Fuel
Transmission9-Speed 948TE Automatic