Built for independent & mid-size dealers
Scan a VIN. Get a Listing.
In 3 Minutes.
VinDeck uses AI to turn a VIN scan and a few photos into a complete, searchable listing — features, pricing, and photos included. No manual data entry.
Start Free 14-Day Pilotvindeck.ai
AI Photo AnalysisLocal Market PricingInstant Listings
Intake capture sequence — eight angles, one VIN scan.
Stop Filtering. Start Finding.
Your customers use natural language to find you. Why force your sales team to use filters from the 90's? VinDeck lets you type "White SUV under 50k with heated steering" and get ranked results instantly.
VIN-first intake
Scan a VIN, capture eight angles, hand the rest to AI. Decoded specs, detected features, and market pricing merged into one listing in about three minutes.
Semantic search
Vehicle embeddings in pgvector. Customers and sales staff type what they mean — "blue convertible manual under $30k" — and get ranked matches, not filter chains.
Local market pricing
Auto.dev integration with explicit confidence levels. Sales staff know when a comp is reliable before they quote a number.
Customer decks
A dealer curates a handful of vehicles into a shareable link the customer can browse before walking in. The "deck" in Vindeck.
Intake preview
The real intake pipeline runs photos through Gemini 2.5 Flash and a custom feature extractor. Below is a static preview of the shape of the data — try any 17 characters.
Vindeck · Intake preview
Try any 17 characters — the demo uses a fixed sample vehicle.
Stack
- React 18
- Vite
- Tailwind
- Framer Motion
- Express
- Railway
- Supabase
- pgvector
- Gemini 2.5 Flash
- Stripe
- Twilio
- Resend
Engineering notes
- 5,996 passing tests across frontend and backend. Heavy integration coverage on the intake pipeline — dealers can't tolerate ghost data on a vehicle they're about to list.
- VIN-first flow. Re-architected to enforce VIN decode before photo analysis, which cut Gemini calls from ~24 to ~14 per vehicle while improving feature precision.
- Search microservice. Inventory search runs in a dedicated Railway service against pgvector, isolated from the main API so a slow embedding doesn't take down the dashboard.
- Audience-shaped UI. Built for independent and mid-size dealers — the people legacy DMS providers price out. Free 14-day pilot, no credit card.