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.caseybmw.agentreadydealer.com/v/{VIN}.jsonReadable
https://ai.caseybmw.agentreadydealer.com/v/{VIN}.mdMCP tool
decode_vin(vin) (any VIN, live decode)curl -s https://ai.caseybmw.agentreadydealer.com/v/5UX23EM0XV9646705.json| Field | Sample: decoded from VIN |
|---|---|
| Vehicle | 2027 BMW M4 Competition |
| VIN | 5UX23EM0XV9646705 |
| Class | PASSENGER CAR |
| Body | Coupe |
| Engine | 3L 6-Cylinder |
| Drivetrain | AWD |
| Fuel | Gasoline |
| Transmission | Automatic |
Full record: /v/5UX23EM0XV9646705.json | /v/5UX23EM0XV9646705.md