Problem Atlas - Find real problems worth building — scored, analyzed, ready
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Problem Atlas scans and analyzes a growing stream of user complaints and requests from the internet to identify underlying problems — then turns the best opportunities into execution-ready blueprints.
🔍 Real-time discovery from 17+ sources
📊 8-dimension scoring (urgency, demand, feasibility)
🧠 Deep root cause analysis
🛠️ Solution blueprints with tech stacks & GTM
📈 Investment intelligence dashboard
🤖 Ask Atlas — AI market analyst on demand
🔌 MCP for Claude, Cursor & more
🆓 Free to start
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With AI, the speed of getting something into the market is no longer the bottleneck — finding a problem actually worth solving is.
I spent hours browsing Reddit, Hacker News, app reviews, and forums trying to spot real pain points. But it was slow, scattered, and there was no way to tell if a problem had real demand or if I was just chasing noise.
So I built Problem Atlas — a centralized place where builders like me can discover validated problems, with deep analysis and execution-ready blueprints. No more guessing. No more gut feelings. Just real signals from real users.