Buyers, not keywords. Ranked by intent - not noise.
Keyword alerts ping you for every mention. Needle reads the conversation, scores buying intent and fit, and surfaces the few threads actually worth your reply - across Reddit, Hacker News, Stack Overflow, GitHub, and 10+ communities.
Free preview - no account needed. We read your site to find buyers in their words.
“Find people asking for a Reddit monitoring alternative”
- Reddit· 2h agoHigh intent · 94
GummySearch is winding down - what are folks using now to track subreddits for leads?
Frustrated - Hacker News· 5h agoHigh intent · 88
Ask HN: best way to monitor HN + Reddit for mentions of a problem we solve?
Curious - Stack Overflow· 1d agoMedium intent · 71
Is there an API that surfaces questions where people want a tool like ours?
Curious - GitHub· 1d agoHigh intent · 90
Issue: looking for alternatives after pricing changes broke our workflow.
Frustrated
Example results, shown for illustration.
How it works
- 1
Describe your offer - or just drop your URL
Needle reads your site to learn your product, who it is for, and the language your buyers actually use. No Boolean operators, no filter trees, no field mapping.
Setup: paste a URL or a one-line description.
- 2
Needle searches where buyers actually talk
One query fans out across Reddit, Hacker News, Stack Overflow, GitHub, Bluesky, YouTube and more - the public threads where people compare tools and ask for recommendations.
Coverage: 10+ communities in a single pass.
- 3
Every thread is scored for intent and fit
Instead of a flat keyword match, Needle ranks each result by how likely the person is to buy and how well they fit your offer, with sentiment so you can read the room before you reply.
Signal: intent + fit + sentiment, not keyword volume.
- 4
Reply to the few that matter - or automate it
Work the ranked list, draft a reply from your brand profile, then put your brand on Auto Search so new high-intent threads come to you on a schedule with optional digests.
Cadence: one-off search or scheduled Auto Search.
Why intent-ranked search wins
- Keyword alerts can't tell buyers from chatter
- F5Bot-style pings fire for every mention. Needle ranks by purchase intent, so a "looking for an alternative to X" thread outranks a passing reference buried in noise.
- One workflow, every community
- Buyers rarely stay on one site. Searching Reddit, HN, Stack Overflow and GitHub together beats tab-hopping - and missing the one thread that mattered this week.
- Sentiment so you read the room
- Each result carries emotional context - frustration, curiosity, enthusiasm - so your reply lands as genuine help instead of drive-by promotion.
- Fresh by design
- Results come from live public conversations, not a stale exported list. What is surfacing in communities today is what you act on today.
How intent-ranked search compares
Alerts and manual searching both have a place. Here is where ranked, multi-platform intent search pulls ahead.
| Dimension | Keyword alerts | Manual searching | Needle |
|---|---|---|---|
| Ranking | Chronological - every mention | Whatever the platform shows | Ranked by buying intent + fit |
| Coverage | A handful of platforms | One tab at a time | 10+ communities in one query |
| Context | Keyword match only | You read everything yourself | Intent score + sentiment per result |
| Freshness | Real-time pings | Whenever you remember to look | Live search + scheduled Auto Search |
| Next step | You triage the noise | Copy-paste hunting | Draft a reply from your brand profile |
FAQ
- How is this different from keyword alerts like F5Bot or Syften?
- Alerts notify you of every keyword match in chronological order. Needle reads each thread, scores it for buying intent and fit, and ranks the results - so a buyer asking for a recommendation rises above a passing mention. Alerts are a great free starting point; intent-ranked search is what you graduate to when the noise gets expensive.
- Which communities does Needle search?
- Reddit, Hacker News, Stack Overflow, GitHub, Bluesky, YouTube and more - 10+ public communities in a single query, instead of opening each site in a separate tab.
- How does the buying-intent score work?
- Needle evaluates each result for how likely the person is to buy and how well they match your offer, rather than counting keyword frequency. Every result also carries a sentiment read (frustration, curiosity, enthusiasm) so you can prioritise the right conversations.
- Do I need to write Boolean queries or set up filters?
- No. Describe your target in plain English, or just paste your website and let Needle infer your product, ICP, and the language your buyers use. There are no operators or filter trees to learn.
- Can I monitor my brand automatically?
- Yes. On paid plans you can put your brand on Auto Search, which re-runs your saved setup on a schedule and can send digests to Slack, Discord, Teams, Google Chat, or email when new high-intent threads appear.
Ready for ranked discovery?
Preview from your URL, then search communities with buying intent on paid plans.