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.terryofsouthboston.com/v/{VIN}.jsonReadable
https://ai.terryofsouthboston.com/v/{VIN}.mdMCP tool
decode_vin(vin) (any VIN, live decode)curl -s https://ai.terryofsouthboston.com/v/4S4BTADC2P3211828.json| Field | Sample: decoded from VIN |
|---|---|
| Vehicle | 2023 Subaru Outback Premium |
| VIN | 4S4BTADC2P3211828 |
| Class | MULTIPURPOSE PASSENGER VEHICLE (MPV) |
| Body | Sport Utility Vehicle (SUV)/Multi-Purpose Vehicle (MPV) |
| Engine | 2.5L 4-Cylinder DOHC 16V |
| Drivetrain | AWD |
| Fuel | Gasoline |
| Transmission | CVT Lineartronic |
Full record: /v/4S4BTADC2P3211828.json | /v/4S4BTADC2P3211828.md