AI used car inspector from screenshots + 9,972-record multilingual database
Recent Update: Early Traction & Validated Revenue First paying international customer: Monetization actively validated at $7.99/report by cross-border car buyers (Australia / SE Asia). Direct customer testimonial: “A very useful report... particularly useful in cost comparison and identifying model faults. Report supplemented and enhanced market research I’ve been doing with ChatGPT.” — Umberto N. Production-ready build: v3.2.0 fully tested, operational, and ready for immediate transfer. Overview CarReliabilityReport is a production-ready, multimodal AI platform designed to audit used car classified listings in real time. Buyers simply drag and drop a vehicle photo or screenshot from any marketplace (LeBonCoin, AutoScout24, Mobile.de, Craigslist, etc.) alongside key listing metrics (mileage, year, price). The engine instantly cross-references the vehicle with a proprietary mechanical database to generate a comprehensive, actionable reliability report. Key Highlights & Proprietary Moat Zero-Hallucination Grounded Architecture: Unlike general LLMs (like ChatGPT) that guess or aggregate unverified forum chatter, CarReliabilityReport strictly anchors every analysis to a verified dataset, eliminating inaccurate advice on critical mechanical faults. Proprietary Dataset: 9,972 structured, localized records covering 1,662 vehicle models across 6 languages (EN, FR, DE, NL, ES, IT). Multimodal Vision + Deterministic Input: Universal compatibility with any car marketplace without fragile DOM web scrapers. Dual Interfaces: Live Manifest V3 Chrome Extension + modern responsive Web Application. Ultra-Lean Overhead: Built on Supabase, Next.js, and Gemini Vision API running for $25/month. What is Included in the Sale 100% full intellectual property (IP) and complete source code (Manifest V3 Chrome Extension + Web App). Complete PostgreSQL / Supabase database (9,972 verified, localized records). All proprietary prompt pipelines, grounding configurations, and AI workflows. Primary domains, brand assets, and marketing collateral. Verified Escrow.com transfer for a 100% safe transaction. 30 days of direct technical handover support. Post-sale bonus: 50 to 100 additional vehicle models integrated for the new owner upon request. Monetization & Growth Opportunities Active Pay-Per-Report: Configured at $7.99/report and volume packs (e.g., 3-report bundle for $7.99), handled seamlessly via Stripe. Buyer Subscription / Pass: Ready to scale into a monthly pass ($19.99/mo) for frequent car flippers, small dealers, or active shoppers. Affiliate Revenue: Perfect organic alignment with vehicle history checks (CarVertical, AutoDNA), car financing, and extended warranty programs. B2B Expansion: Architecture easily adaptable for local used car dealerships looking to highlight vehicle reliability on their lots. Why I Am Selling I am a solo software developer focused on technical architecture and building AI products. Having brought the product from 0 to 1, secured the first paying customer, and validated the technical moat, I want to hand it over to a growth-oriented marketer or portfolio operator who can scale distribution.
Next step: <p>1. Short-Form Video Marketing (TikTok / Instagram Reels / YouTube Shorts):</p><p> Post practical car buying guides using the extension to audit popular used cars (e.g., "3 engines to avoid under $10,000"). The visual AI report format is highly engaging and shareable.</p><p><br></p><p>2. Affiliate & Partner Monetization:</p><p> Integrate high-converting affiliate links directly on report result screens: vehicle history checks (CarVertical, AutoDNA), extended mechanical warranties, and car auto-financing.</p><p><br></p><p>3. SEO Programmatic Landing Pages:</p><p> Generate targeted search pages using the 9,972 database records (e.g., "Is the [Year] [Make] [Model] reliable? Common issues & repairs") to capture high-intent organic traffic.</p><p><br></p><p>4. B2B Dealership Licensing:</p><p> Package the reliability data into an embeddable trust widget for independent car dealerships looking to reassure buyers on their website listings.</p>
For sale
Asking price: $9,900 USD
What's included
Domain name, Source code, All related design work, All related data
Complete PostgreSQL database (9,972 structured & localized records across 6 languages). Google Gemini multimodal AI vision prompt workflows and integration configs. Manifest V3 Chrome Extension + responsive Web App deployment setup (Netlify & Supabase). 30 days of direct technical handover and onboarding support. Post-sale integration bonus: adding 50 to 100 specific vehicle models of the buyer's choice.
Reason for selling
I am an indie builder specializing in AI application architecture and database structuring. Having built the core product from 0 to 1 with full localization and production-ready testing, I want to hand it over to a growth-minded marketer or operator who can focus on user acquisition, content creation, and distribution.
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