We scan Reddit, Hacker News, Product Hunt and 30+ sources 24/7 to surface the hottest complaints and unmet demands — so you find real problems to solve.
"Why is there no app that tells me exactly what's in my fridge and suggests recipes? Been asking for this for 5 years."
"Why is there no tool that automatically categorizes and summarizes code review comments? I spend 40% of my time writing the same feedback."
"Still waiting for a budgeting app that connects to ALL my banks (not just US ones) and splits expenses automatically with roommates."
"My doctor sent me to 3 different labs, none of them talk to each other. Why is healthcare coordination still so broken in 2025?"
Most startups fail because they build something nobody needs. The pain exists — but it's scattered across millions of conversations.
Reading Reddit threads, searching Twitter, navigating niche forums — it takes days to find real patterns.
42% of startups fail due to lack of market demand. The real pain was there, but nobody listened carefully enough.
Millions of posts a day. Without AI filtering, you find one person's complaint — not the one shared by 50,000.
A problem can go viral in 48 hours. By the time you see it, 5 teams are already building the solution.
A non-stop data pipeline powered by AI so you only see what matters.
Our crawlers monitor Reddit, HN, Product Hunt and news sites around the clock.
Claude AI categorizes each post: Is it a complaint? A feature request? Which industry? How urgent?
Posts about the same problem are grouped automatically even when different words are used.
A "temperature" score weights volume, urgency, repetition and topic growth rate.
Only the industries and problems you care about — with alerts when something explodes.
We monitor the platforms where people speak without filters.
1,500+ subreddits
Trending & niche
Tech & startups
Comments & reviews
1 & 2-star reviews
B2B pain points
Professional pain
Global news
Comments & reviews
Private communities
Unanswered questions
And counting...
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