
Needle
useneedle.net
Needle ranks buyer-intent conversations across Reddit, Hacker News, Stack Overflow, GitHub, and more-threads where people compare tools and describe the problem you solve. GetWhatChanged captures what changed on the live page. Signal first, discovery second.
| Layer | Tool | Question |
|---|---|---|
| Signal | GetWhatChanged | What changed on the competitor pricing or launch page? |
| Discovery | Needle Search | Where are people comparing tools, asking for recommendations, or describing the problem you solve? |
| Response | Your team | How do you react with evidence - not guesswork? |
- GetWhatChanged captures before-and-after proof when a watched URL changes.
- Search Needle for ranked threads about your product, category, or the pain you solve-buyer intent and fit, not keyword noise.
- Share a timeline of page evidence plus the conversations that explain why the change matters.
From our collaboration