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Itch Finder scans online communities like Reddit and Hacker News for real complaints, then scores each problem by demand, trend, willingness to pay and competition. Every score links back to the evidence: dates, sources and the actual quotes. See which problems are unsolved, which are crowded, and where people say they'd pay. Bookmark what stands out and get new finds in a daily digest. Free during early access.
PH · launched Oct 18, 2026 · 1 upvote (top 67%) · 0 views
Niche: vertical search engines and directories · 98 launches, 7 in the last 7 days ▼ -46% · Explore this niche →
Category and tags
- Horizontal
- Analytics & BI
- Prosumer
- AI feature
- Commercial product
- Productivity
- SaaS
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 98 launches in vertical search engines and directories →
Could you build this?
Yes It scrapes or pulls from Reddit and Hacker News APIs, uses an LLM to extract and classify complaints, and presents scores with linked sources, all standard pipeline work.
Competitors
Other products that read as similar to this one : 73 launches clear the similarity bar, closest 8 shown.
Attention rank: #44 of 74 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 313 days after the earliest competitor.
- problems.live · ph · 2026-09-25 · 2 upvotes · similarity 0.42
- NotBuiltYet– Open-source library of civilisation problems worth solving · hn · 2026-02-26 · 5 upvotes · similarity 0.39
- Truth Trace · ph · 2026-10-22 · 2 upvotes · similarity 0.38
- compare⁄io · ph · 2026-09-17 · 1 upvotes · similarity 0.37
- AIPick · ph · 2026-09-17 · 1 upvotes · similarity 0.37
- Smart Capture Studio · ph · 2026-09-23 · 1 upvotes · similarity 0.37
- SearchLens · ph · 2026-10-28 · 2 upvotes · similarity 0.36
- CiteRadar · ph · 2026-10-23 · 1 upvotes · similarity 0.36
The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.