You already have the text. This tells you who is buying.
Point it at anything your scraper, bot or agent already reads. We never fetch on your behalf and never hold your keys.
Most intent products score companies. They watch web traffic, buy bidstream data, and tell you which accounts are researching your category. That is a different question from the one in front of you when a post is on your screen.
SignalPipe scores the message. You send text, it comes back with a verdict on whether the person who wrote it is trying to solve that problem right now, for themselves. It works on a pseudonymous Reddit handle with no company attached, which account-level intent data structurally cannot.
Integration is two calls. Describe what you sell once and get a product id back. Then post text against it. There is no plugin to install, no agent framework to adopt, and no MCP client required, though it speaks MCP if you already have one.
For volume there is a batch endpoint that takes 25 posts and returns a verdict for each plus a spend summary. Scoring is sequential by design: the panel already runs three concurrent calls per post, and fanning out further costs judges to provider timeouts.
How it works
Two REST calls
POST /products/add once, then POST /signal/score. Bearer auth with your operator key.
Any channel you can reach
Reddit, Hacker News, RSS, email, Slack, Discord, support tickets, transcripts. We connect to none of them. Your side does the reading.
25 per batch
POST /signal/score_batch takes up to 25 items, returns them in order, and fails a malformed row on its own rather than dropping the other 24.
Honest about its own limits
Every verdict reports whether the panel ran. A verdict reached without it is labelled, never passed off as a full one, because a content-only score under-reads real buyers.
Priced on judgements
A judgement is one panel run. Clear-cut text is decided on content alone and does not spend one, so a month covers more posts than the number suggests.
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
The Three-Judge Panel →
Three judges read every candidate separately. When they land far apart, you get told, because that is the case a single pass gets wrong.
AI Buying Intent Detection →
Two pipelines — multilingual semantic scoring → urgency and specificity → sarcasm detection, then a 3-judge AI drafting swarm — surfaces real buyers in any language and rejects everything else.
AI Sales Agent for Lead Generation →
SignalPipe is an OpenClaw plugin that gives your AI agent a complete sales stack — from signal detection to pipeline tracking.