Enrich lots at intake
Look up a VIN when a vehicle enters your intake process. Use the returned identity, drivetrain and factory options as supporting records beside the seller’s feed and your inspection checklist. Availability varies by VIN.

Give bidders and buyers more than a model name. Add VIN-linked factory specifications and raw equipment records to your auction lots and marketplace listings — from vehicle intake to your own platform.
From seller feed to live listing
VINdata.io
Look up a VIN when a vehicle enters your intake process. Use the returned identity, drivetrain and factory options as supporting records beside the seller’s feed and your inspection checklist. Availability varies by VIN.
Compare the returned engine, transmission and option codes rather than relying on a badge or a generic model name. Keep missing fields visible; do not fill gaps with guessed trim levels or equipment.
Add a clearly labelled factory-record section to your auction catalogue or marketplace listing. Keep option codes and original descriptions traceable, alongside your own photos, mileage and condition information.
Use the factory list as a reference when reviewing an advert. If a seller’s claim differs, send it to your team for review rather than automatically overwriting it: retrofits, removed equipment and missing data all need context.
Give your catalogue and buyer-support teams the same source records when someone asks about a gearbox, navigation package or original configuration. Factory records describe the build, not today’s condition.
Use an approved API integration to request data as lots arrive, or discuss a tailored VIN-list workflow with us. Your team controls field mapping, review and publication; a ready-made marketplace plug-in is not included.
Verified example from saved vehicle data
One real cached Volkswagen Passat record, with 203 factory records in total. These selected entries show the source material your catalogue team can work with — not an invented listing or a live demonstration.
Volkswagen Passat · 2016
WVWZZZ3CZGE200403
pk8bNotchback
ptr14-cylinder diesel engine 2.0 L unit 04L.A
p7mmEmission standard EU6 plus
pg1a6-speed automatic transmission or DSG note: family EDF
pka2Rear view camera system
pps4Tilting and sliding panoramic sunroof
p8t8Adaptive Cruise Control ACC "stop & go" incl. speed limiter
pzncNavigation system "Discover Pro"
p4a4Heated front and outer rear seats
pa8fHighline
pwlhLED headlamps with dynamic cornering light and LED separate daytime running light
lb7w/Tungsten Silver Metallic/Tungsten Silver Metallic
p1d0Without trailer hitch
pks0Without head-up display
p7y0Without lane change assist
pqk0Without multifunction camera
Descriptions above are original source records in English. They are not AI-generated equipment flags. Factory lists can include technical entries, duplicates and explicit exclusions; coverage and detail vary by manufacturer and VIN.
“Without trailer hitch” is an explicit factory record. An option that is simply missing from the response remains unknown. Neither case confirms the current vehicle’s configuration without inspection.
AI & integrations
Start with a few representative VINs from your own stock. Check the returned fields and missing data before deciding how factory records should appear in your auction or marketplace.
Connect a compatible assistant such as Claude or ChatGPT to https://mcp.vindata.io/api/public/mcp with your approved API key. Ask it to retrieve and organise the returned factory records — never to invent equipment or replace an inspection.
Try the MCP demoRequest structured VIN data from your intake software, catalogue system or marketplace. Keep raw options and source descriptions; map them to your own display only after review. API access requires approval, with three successful lifetime trial calls per free account.
See API documentationThis page describes factory specification and equipment decoding. It is not a damage check, mileage verification, title or ownership check, valuation, or proof of equipment fitted today. Keep your inspection, seller disclosures and vehicle-history services separate. We do not promise fewer disputes, higher bids or complete records for every VIN.
Use the website for individual checks. For auction feeds, marketplace integrations or larger VIN lists, discuss API volume and an enterprise arrangement with us. Self-service bulk lookup on the website is not included for ordinary accounts.
The API can support your own listing workflow. Agree your integration and display requirements with us, test representative VINs and keep factory records labelled separately from seller claims and condition reports. Your developers implement the connection.
No. The response describes recorded factory configuration. Equipment can have been changed, removed or retrofitted. Missing records remain unknown; inspect the actual vehicle before making claims about its current specification.
Discuss an approved API or tailored VIN-list arrangement with us, including expected volume and the fields you need. The public website’s bulk tool is not available to ordinary accounts, and we do not provide an automatic connector to every auction system.
A compatible MCP assistant can retrieve and organise the returned records, and help prepare a draft for human review. It must not infer missing equipment, guess the model or turn an unknown value into a yes/no claim.
Apply for API access and test representative VINs from the makes, ages and markets in your feed. Free accounts receive three successful API trial calls in total, shared across keys, with no monthly reset or expiry date. Contact support@vindata.io if your evaluation needs a larger agreed sample.