Collect
Continuous monitoring of public discussions — Reddit, Google News, and Hacker News, respectful of platform rate limits.
10,623 posts · 10,701 news
Always listening · Public discussions on Reddit + Google News
Hear the pain.Catch the signal.
SignalHunts continuously analyzes public Reddit discussions and turns complaints, cravings, and switching intent into verifiable product opportunities — AI drafts the reply, you review it, you decide what gets posted.
- Public content only
- Rate-limit respectful
- AI drafts, humans review
- Fully traceable
The real ledger, as of 2026-09
The real ledger, as of 2026-09
- 10,623Real discussions · 100% AI-analyzed
- 175,476Comments indexed
- 5,797Structured pain points
- 22,475Opportunity signals
Numbers queried from production data, 2026-09 · Screenshots are the real product
Continuous monitoring · hourly updates
Not keyword alerts. A ranked queue of opportunities.
Every signal passes intent classification and pain-intensity scoring, then lines up by how much it deserves a reply — your domain, your queue.
Sorted by intensity22,475 signals on file
Topic pain 10.0Models switch silently and break workflows · costs spike
Topic pain 8.6Image generation ignores instructions and derails conversations
Switch intentLeaving VMware just got harder after Broadcom…
Topic pain 2.6Session instability undermines AI reliability · slow support
From collection to action · an automated pipeline, human where it matters
From one complaint to one post.
Analyze
English sources get automatic Chinese summaries; 9 intent classes and 3 sentiment levels are tagged by AI.
100% AI-analyzed
Insight
Intensity scoring, trend detection, and evidence chains — ranked by reply value.
5,797 pains · 274 trends
Act
AI drafts, you approve line by line, and it is posted from your own account — auto-submit is off by default.
Discord · Email · In-app
Start with the next signal.
Plug in your own domain — and be there the moment an opportunity appears.