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Our AI reads thousands of community posts a day and surfaces the problems people are asking someone to solve.
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How it works
From noise to insight
Scan
We crawl thousands of posts daily across dozens of online communities where people talk about problems, ideas, and tools.
Score
76/ 100AI extracts the problem behind every post, clusters similar complaints together, and scores each one on severity, intent, and willingness to pay.
Surface
The top opportunities arrive as concise AI briefs — in your dashboard and in your inbox every morning.
Live data
Emerging right now
Features
Everything you need to find your next opportunity
Multi-Source Monitoring
Thousands of new posts scanned every day across Reddit, Hacker News, Product Hunt, Stack Overflow, and more — everywhere builders talk about problems.
Opportunity Scoring
76/ 100Every problem is scored on severity, buyer intent, and willingness to pay — so the list is ranked by what's worth building.
Custom Topics
Create topics to focus on the communities and problems you care about. Relevance scoring removes noise so you only see real opportunities.
Daily Digest
The top 3 opportunities, each with a concise AI brief, delivered to your inbox every morning. No dashboard required.
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