Urlcomp reverse-engineers any AI/SaaS product from a public URL. You get a 10-layer report — public pricing, clone difficulty, growth signals, and a founder go/no-go — with every field tagged Found, Inferred, or Not Public. Free to start, no credit card. Not Similarweb, not a keyword rank tracker, not RivalLens. https://www.urlcomp.com Sample: https://www.urlcomp.com/report/notion.so

👋 Hi Product Hunt! I'm excited to share Rivallens AI with you. As an indie founder, I found myself spending hours researching AI startups—analyzing their business models, pricing, competitors, and growth strategies. Most AI website analyzers only generate summaries, leaving the real research to you. That's why I built Rivallens. Instead of stopping at summaries, Rivallens helps you: 🔍 Reverse engineer AI startups 📊 Analyze business models, pricing, competitors, and positioning 📈 Discover growth signals and market opportunities 👀 Continuously monitor competitor changes over time The goal is simple: spend less time researching and more time building. This is our first public launch, and I'd genuinely love your feedback. What would make Rivallens an essential part of your startup workflow?