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.charlieobaughrv.com/v/{VIN}.jsonReadable
https://ai.charlieobaughrv.com/v/{VIN}.mdMCP tool
decode_vin(vin) (any VIN, live decode)curl -s https://ai.charlieobaughrv.com/v/1UJCD0BV5T1LL0127.json| Field | Sample: decoded from VIN |
|---|---|
| Vehicle | 2026 Jayco North Point 377RLBH |
| VIN | 1UJCD0BV5T1LL0127 |
| Class | TRAILER |
| Body | Trailer |
Full record: /v/1UJCD0BV5T1LL0127.json | /v/1UJCD0BV5T1LL0127.md