Hatchmint

Project information

NeuralNiche is a modern full-stack SaaS platform that delivers weekly validated AI and micro-SaaS ideas directly to builders who want to ship fast and build profitably. Built with Next.js 15, Flask, and PostgreSQL, it features a stunning responsive landing page with glassmorphism design, smooth Framer Motion animations, and a robust waitlist system with email/WhatsApp integration. The platform uses a 12-point validation framework to analyze engagement patterns across 50+ platforms like Reddit, Twitter, and ProductHunt, delivering only the top 3-5 ideas (validation score 70+) with detailed execution playbooks, revenue models, and source links. With comprehensive form validation, real-time error handling, SEO optimization, and professional UI/UX, NeuralNiche transforms the way indie makers and entrepreneurs discover and validate their next big idea, moving them from endless scrolling to profitable building.

Python AI LLMs web-scraping dataset