Niche Sonar uses AI to scan trending technical discussions across Hacker News, GitHub Issues, Stack Overflow, and Product Hunt, then surfaces emerging problems that founders and builders could turn into products.

Instead of guessing what to build, you see real pain points ranked by how strong the commercial signal is — including buyer clarity, existing spend, and ROI measurability, not just how much people are talking about something.

How it works

Collect — every morning we pull fresh posts from all four platforms.
Analyze — Claude groups related discussions into themes and scores each one for commercial viability.
Rank — the top opportunities are surfaced on your dashboard, with a suggested product, target buyer, and pitch for each.

You can also run a fresh analysis any time from your dashboard instead of waiting for the daily refresh.