Buyer Intent Data That's Already Public. You Just Need to Listen.
Reddit and Hacker News are live streams of purchase intent. SignalPipe reads them 24/7 and extracts the signals that matter.
Buyer intent data typically comes from third-party behavioral tracking — website visits, content downloads, search activity. That data is expensive, often inaccurate, and always delayed. There's a faster, cheaper, and more reliable source: people publicly posting their problems, asking for recommendations, and evaluating solutions in community forums.
When someone posts "looking for an alternative to [tool] — their pricing just doubled" on Reddit, that's first-party intent data. It's explicit, timestamped, and actionable in minutes. SignalPipe monitors hundreds of these communities and extracts these signals automatically.
Two sequential pipelines ensure signal quality: a 3-stage scoring filter (keyword gate → multi-factor semantic scoring → sarcasm detection) eliminates ~85% of noise cheaply, then a 3-judge AI drafting swarm (Skeptic, Analyst, Optimist) evaluates each surviving lead and writes a contextual reply. The result is a high-precision stream of real purchase intent, each with a draft ready.
How it works
First-party intent, not third-party tracking
Every signal is a public statement of need. No cookie tracking, no probabilistic inference — people saying exactly what they want.
Sub-10-minute latency
Feeds are polled every 10 minutes. When someone posts a buying signal, it appears in your review queue within minutes, not days.
Multilingual intent scoring
Urgency and specificity are detected in English, Spanish, French, German, and Portuguese. Posts like "urgente", "dringend", and "dès que possible" score correctly without any extra setup — making SignalPipe usable for any international market.
Semantic intent scoring
Keyword matching misses too much. Embedding similarity against your anchor sentences catches "we're switching tools" even without the exact product keywords you configured.
Competitor-switch signals
The highest-intent signals — people publicly frustrated with a competitor — are auto-floored to ensure they always reach your queue. These convert at rates no intent data provider can match.
See it in action
Join the waitlist. First 100 get Starter at 50% off for 3 months.
No credit card. No commitment.
Related
Full setup guide →
Quick start, scoring pipeline, full toolset
SignalPipe vs Clay →
Intent detection vs data enrichment
Reddit Lead Generation →
Every subreddit is a market. SignalPipe monitors yours 24/7 and surfaces buyers the moment they post.
AI Buying Intent Detection →
Two pipelines — keyword gate → multilingual semantic scoring → sarcasm detection, then a 3-judge AI drafting swarm — surfaces real buyers in any language and rejects everything else.
Competitor Mention Alerts →
Monitor every mention of your competitors across Reddit, HN, and RSS — and get there first.