AI-scored problems · updated daily

Find real problems
people are begging to solve

Validated SaaS ideas from Reddit, Hacker News, and GitHub — AI-powered problem extraction, ranked by demand.

Problems found

Daily updates

Data sources

How it works

Signal in, noise out.

Continuously crawl Reddit, Hacker News, GitHub, and more for real user problems.

Extract the root problem, suggest solutions, and score the opportunity automatically.

Surface the problems mentioned most often, ranked by real, measurable demand.

Stop guessing. Start building against demand you can see.