Our AI analyzes 10,000+ user pain points daily from GitHub, Reddit, and Twitter. Get validated product ideas with built-in demand.
💡 No credit card required • Built by indie hackers, for indie hackers

Raw user feedback from multiple sources
Grouped opportunities ready to explore
What used to take weeks of manual research now happens in minutes
Our AI scans Reddit, GitHub, Twitter, and Hacker News for real user complaints and unmet needs—24/7, automatically.
Continuous cloud monitoring
Advanced clustering groups similar pain points into opportunity clusters. Each cluster represents a validated product niche.
Advanced AI clustering
Every opportunity includes persona research, market sizing, competitive analysis, solution ideas, and pricing recommendations.
4D Scoring System
One-click MVP generator creates a landing page to test demand before you commit months to building.
AI-generated in 10 seconds
Powerful features that turn user complaints into profitable products
Our AI monitors GitHub Issues and Trends around the clock. 10,000+ pain points captured monthly—no manual work required.
Runs continuously in the cloud
Proprietary AI engine classifies personas and extracts pain points with industry-leading accuracy.
Multi-model AI architecture
Multi-dimensional ranking combines Density, Demand Intensity, Trend Score, and Competition.
Proprietary scoring algorithm
Advanced clustering discovers hidden pain point patterns without pre-defined categories. 90.5% accuracy.
Machine learning-powered
Generate professional landing pages in 10 seconds. Test 10 ideas in an hour.
AI-generated Hero + Features
Bank-level encryption ensures your MVPs and opportunities are completely private.
Row-level security
From browsing opportunities to launching your MVP in under a minute

Browse 50+ validated product ideas with advanced filters
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Perfect for exploring product ideas
For serious indie hackers & founders
For teams & agencies
All plans include access to our AI-powered opportunity discovery. Compare all features →
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