From a VIN
It arrives in a stock feed, on a registration document or in a spreadsheet from the leasing company. Seventeen characters become the vehicle and its images.
GET /api/vin/W1N0G8EB0RF000000
{
"make": "Mercedes-Benz",
"model": "GLC",
"year": 2026,
"body": "SUV",
"engine": { "fuel": "electric", … },
"vehicle": {
"matched": true,
"confidence": "high",
"model": "GLC EQ",
"images": { "front_left": "https://cdn…", … }
}
}



