AI & AutomationLive
DealerList AI
Dealership inventory published to Facebook Marketplace in bulk — listings generated, forms populated, sold units withdrawn automatically.
- AI listings
- Marketplace autofill
- Inventory sync
- SaaS
Read the case study
- Problem
- Facebook Marketplace is where local used-car buyers are, and it offers no bulk path for vehicle listings. Every car is a manual form: photos, mileage, trim, a description someone has to write. Across a 200-car lot that is a full-time role, so most dealerships list their twenty best vehicles and leave the rest invisible.
- Approach
- A platform connecting dealership inventory to Marketplace: listing copy generated per vehicle, Marketplace forms populated rather than typed, sold units withdrawn automatically, and per-salesperson attribution across the lot. Dealers work a review queue instead of a form.
- Technical decision
- The model writes; it never asserts. Generated copy is constrained to facts the system can verify, and anything unverifiable escalates to a human rather than becoming a confident guess. A fluent listing with one wrong specification costs a sale and the dealership's credibility — so throughput is deliberately capped in favour of accuracy.
- Outcome
- Live at dealerlist.ai. Product, pipeline and interface built and operated end to end.
- Stack
- AI listing generation · Facebook Marketplace · Browser extension · Inventory sync · SaaS
- Note
- Source is private — it is the product.