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.prestonhood.agentreadydealer.com/v/{VIN}.jsonReadable
https://ai.prestonhood.agentreadydealer.com/v/{VIN}.mdMCP tool
decode_vin(vin) (any VIN, live decode)curl -s https://ai.prestonhood.agentreadydealer.com/v/1GNS5SKD7VR151370.json| Field | Sample: decoded from VIN |
|---|---|
| Vehicle | 2021 Chevrolet Colorado 4WD Z71 |
| VIN | 1GNS5SKD7VR151370 |
| Class | TRUCK |
| Body | Pickup |
| Engine | 3.6L 6-Cylinder V-Shaped |
| Drivetrain | Four Wheel Drive |
| Fuel | Gasoline Fuel |
| Transmission | Automatic |
Full record: /v/1GNS5SKD7VR151370.json | /v/1GNS5SKD7VR151370.md