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CarReliabilityReport

AI used car inspector from screenshots + 9,972-record multilingual database

Aug 31, 2026 AI & Machine Learning
ai-vision automotive multimodal used_cars vehicle inspection

About

OverviewCarReliabilityReport is a production-ready, multimodal AI tool designed to audit used car classified listings in real time. Buyers simply upload or capture a screenshot of any car listing (LeBonCoin, AutoScout24, Mobile.de, Craigslist, etc.), and the AI vision engine instantly extracts the vehicle specs to generate a comprehensive reliability report.Key Highlights & Proprietary Moat- Proprietary Database: 9,972 structured, localized records covering 1,662 vehicle models across 6 languages (EN, FR, DE, NL, ES, IT).- Multimodal AI Vision: Universal compatibility with all car listing platforms via screenshot capture (no fragile DOM scraping).- Dual Interfaces: Live Manifest V3 Chrome Extension + responsive Web Application.- Ultra-Lean Overhead: Running on Supabase and Gemini API for ~$25/month.What is Included in the Sale- 100% full intellectual property (IP) and source code (Chrome Extension V3 + Web App).- Complete PostgreSQL database (9,972 localized records).- All AI prompt workflows, backend integrations, and deployment configurations.- Domain name and branding assets.- 30 days of direct technical handover support.- Post-sale bonus: 50 to 100 additional vehicle models integrated for the new owner upon request.Monetization & Scalability- Pay-per-report: Currently configured at $7.99/report (100% customizable by the buyer), with options for credit packs or monthly buyer passes ($19.99/mo).- Affiliate monetization: High-intent traffic ready to convert on vehicle history checks (CarVertical, AutoDNA), car financing, and extended warranty offers.Why I Am SellingI am a solo indie developer focused on technical architecture and building AI products. Having taken the product from 0 to 1 with full localization and testing, I am looking to hand it over to a growth-oriented marketer or portfolio operator who can drive distribution and monetization.

Comments (1)

Brian Cremin Brian Cremin 1 month ago

really practical for spotting issues in car listings