An AI-powered image roasting app with native hCaptcha security and automated Adsterra monetization loops.
An AI-powered image roasting app with native hCaptcha security and automated Adsterra monetization loops.
Project Overview Roast Me is a production-ready, fully automated AI entertainment web application. Users upload a selfie or group photo, select their preferred "spice level" (Mild, Medium, Savage), and instantly receive a highly engaging, custom AI-generated roast. The app features a built-in monetization engine: users get 3 free roasts, after which they must interact with an ad to unlock additional credits. It is a completely hands-off, turnkey software asset built to scale virally with $0 in maintenance overhead. Tech Stack & Engineering Architecture The core selling point of this asset is its lightweight, dependency-free development architecture: Frontend: Pure vanilla HTML, CSS, and JavaScript. It is extremely fast, responsive, has zero bloated node packages, and is hosted completely for free via Vercel folder deployment. Backend API: Powered securely by Val Town serverless functions. AI Engine: Integrated via Groq API for near-instantaneous, high-performance image token analysis and language processing. Security & Bot Protection: Features native hCaptcha integration on the upload sequence to completely block automated spam bots and guard your API budget. šµ Verified Monetization & Early Traction Unlike simple code boilerplates, this application features a fully tested, functional credit loop integrated seamlessly with the Adsterra Publisher Network. Organic Validation: With $0 spent on marketing, a single promotional post on Reddit drove real, high-intent traffic to the Vercel app. High Performance: Live dashboard analytics show a highly lucrative ad integration, generating Click-Through Rates (CTR) reaching between 7.5% and 11.8% on active impressions. Turnkey Passive Potential: All ad networks and credit counters are fully wired and functional. The application naturally offsets its minimal API expenses via ad impressions. What is Included in the Sale? 100% full ownership transfer of the frontend source code repository (including all
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