Vehicle facts
Model-aware details
LotProof preserves specific trims, normalizes manufacturer paint names to Marketplace choices, identifies body style and fuel type, and flags conflicting facts instead of silently trusting a bad decoder result.
Built for vehicle sellers
LotProof scans a dealership vehicle page, gathers the full vehicle record and photo gallery, and prepares a Facebook Marketplace draft for a person to review—without clicking Publish.
Accurate by design
LotProof keeps the human in control while removing the repetitive parts of preparing a vehicle listing.
Better inputs
Vehicle facts
LotProof preserves specific trims, normalizes manufacturer paint names to Marketplace choices, identifies body style and fuel type, and flags conflicting facts instead of silently trusting a bad decoder result.
Photo review
The image review removes duplicates, generic covers, branded promotional graphics, policy slides, text-heavy ads, and engine photos while respecting Marketplace's 20-photo limit.
Human control
LotProof fills a draft for inspection. It never presses Facebook's final Publish button, so the seller remains responsible for every field and photo.
LotProof Pro
Start with one seller or equip a dealership team. Multi-seat pricing automatically lowers the average cost as the team grows.
Questions about LotProof?