Dealer-ready vehicle listings in seconds.
ListingFlow AI by MeadeMark Labs is being built to help dealerships generate cleaner listing copy from VINs, confirmed vehicle details, and staff notes, while keeping staff in control.
Free trial includes 35 generations per month. Final listings should be reviewed by dealership staff before publishing.
A practical workflow for real inventory.
Decode a VIN and confirm vehicle details
Apply dealership style and platform settings
Review generated outputs before publishing
Save approved copy to the shared listing library
VIN-first intake
Decode a VIN into editable baseline details, then add mileage, condition notes, selling points, and staff-confirmed claims.
Honest generation
The AI is instructed not to invent title, accident, warranty, ownership, financing, or service claims.
Trial controls
The 35-generation trial limit is enforced server-side. Demo billing exists only for testing plan behavior.

Request early access.
ListingFlow AI is currently in active development. Early dealerships can test the workflow, style learning, and generation limits before real billing is added.
