Original Summary

Hey everyone, A bit of a founder confession. I spent the last few months building LabelLens , an AI nutrition and packaged food scanner. You snap or upload a photo of any food label, and it uses multimodal Vision AI (via Groq for near-instant inference) to decode ingredients, calculate an explainable 1–10 health score based on WHO standards, and alert on hidden additives and allergens. I obsessed over the technical architecture: 7,100+ lines of clean, modular full-stack code (React 18, Tailwind, Node.js/Express, MongoDB) Built a full freemium paywall with Lemon Squeezy recurring subscriptions ($6.99/mo) with HMAC-SHA256 signature verified webhooks Side-by-side product comparison ( /compare ) and an AI nutrition Q&A chatbot Launched on Product Hunt and finished #10 Product of the Day (out of 406 launches) with 45 upvotes and 80 followers Hosted on a clean, 1+ year aged .app domain ( labellens.app ) with high-DA backlinks The Reality Check: Once the code was done, I hit the brutal truth: I am a developer who loves terminal windows and backend pipelines, but I have zero desire or skill to run TikTok reels, influencer marketing, or paid Meta ads. As a result, the app currently has 0 active users and $0 MRR . Instead of letting a polished, production-ready app rot in my GitHub, I'd rather hand it over to a growth marketer, agency, or founder who knows how to distribute consumer apps and wants a turnkey product. Operating costs are essentially zero (Groq vision inference costs less than $0.001 per scan, leaving ~95%+ gross margins). What comes with the project: Full GitHub repo & 100% IP ownership 1+ year aged .app domain (escapes Google's search sandbox) Lemon Squeezy billing webhooks ready to collect subscriptions Netlify & Render deployment configs 30 days of direct technical handover support from me Drop a comment below or send me a DM if you want to test the live demo, see the architecture, or discuss acquiring / taking over the project!   submitted by   /u/Mammoth_You_5545 [link]   [comments]

  • 情报分类：商业与市场研究
  • 分类依据：内容涉及商业、投资或市场动态
  • 信息来源：Reddit · SaaS
  • 发布时间：2026/9/25 16:07:13