How much is LabelLens — AI Food Label Scanner & Nutrition Health Score?

LabelLens — AI Food Label Scanner & Nutrition Health Score is listed for sale at $2,850 USD.

LabelLens — AI Food Label Scanner & Nutrition Health Score - Sell Project

Listed October 2, 2026

About LabelLens — AI Food Label Scanner & Nutrition Health Score

AI food nutrition scanner decoding ingredients & health scores

LabelLens (https://labellens.app) is a production-ready, AI-powered food nutrition scanner. Users snap a photo or upload an image of any food product's nutrition facts label & ingredients list. The platform performs sub-second vision OCR, breaks down nutritional macros, flags harmful additives/allergens, and calculates an algorithmic composite Health Score (0–100). Key Highlights: • Tech Stack: React 18, Vite, Tailwind CSS, Node.js, Express, MongoDB Atlas • AI Engine: Groq Cloud Vision LLM API (sub-second inference, pennies per 1,000 scans) • Monetization Ready: Integrated Lemon Squeezy recurring subscription webhooks ($6.99/mo Pro tier) with HMAC-SHA256 signature verification • Built-in Virality: Dynamic client-side HTML Canvas graphic card generator for instant social sharing • Clean Codebase: 7,100+ lines of modular code across 83 files (82 commits) • Near-Zero Overhead: Runs comfortably on free hosting tiers (Vercel/Render/Atlas) - server costs are $0-$2/month Social Proof: • Reached #10 Product of the Day on Product Hunt (45 upvotes, 80 followers on the product hub) • Over 160+ unique visitors during launch spike (over 40% US traffic) • Aged Google-backed domain (labellens.app) ranking #1 on Bing and #2 on Google for brand keywords Sale includes full GitHub repository (100% IP rights), aged .app domain, Product Hunt page, complete setup documentation, and 14 days of post-sale developer handover support. Transaction handled securely via Escrow.com.

Project details

Website: https://labellens.app

Next step: 1. Short-Form Video Marketing (TikTok / Reels / Shorts):Food label analysis and "hidden toxic ingredient" breakdown videos routinely get millions of views on social media. Running simple product comparison videos can drive thousands of organic app users overnight. 2. Programmatic SEO:Use the existing architecture to generate programmatic SEO landing pages for thousands of popular grocery items and snacks (e.g. "Is [Brand] Cereal healthy? Full nutrition breakdown"). 3. Mobile App Wrapper (App Store / Google Play):The web app is already mobile-first and responsive. Wrapping it into a native iOS/Android shell (via Capacitor or React Native WebView) allows targeting high-intent App Store search keywords like "food scanner" and "nutrition tracker". 4. B2B / Dietician Licensing:License the vision OCR API or white-label the scanner tool to fitness influencers, personal trainers, and nutrition coaches for their client portals.

For sale

Asking price: $2,850 USD

What's included

Domain name, Source code, All related design work, All related data

• Product Hunt product page ownership (Reached #10 Product of the Day, 45 upvotes, 80 followers). • Complete setup documentation and environment variable configuration (.env.example). • 14 days of direct technical handover support via email or Discord to assist with deployment and DNS. • Transaction to be completed securely via Escrow.com for 100% mutual protection.

Reason for selling

I am busy with other things and no longer have time to maintain this project.

Project metrics

Average Monthly Visitors: Under 1K/mo

Average Monthly Revenue: Pre-revenue