The category error behind most intent programs
Activity is often promoted into certainty: a topic surge becomes purchase intent, an account score becomes urgency, and urgency becomes an automated task. Each step adds inference. When those assumptions are invisible, reps inherit noise and buyers receive outreach that ignores their actual decision.
Side-by-side
| Dimension | Buyer intent | Buyer intelligence |
|---|---|---|
| Primary question | Is observable activity increasing? | What decision-relevant question is unresolved? |
| Unit of analysis | Topic, person, or account activity | Buying group, decision stage, question, and evidence |
| Output | Signal, score, or alert | Supported interpretation and bounded next action |
| Risk | False urgency or wrong-person outreach | Over-analysis without an accountable owner |
| Control | Threshold, freshness, and source quality | Evidence/inference labels, mandate, and acceptance test |
When an intent signal becomes useful
It has provenance
The team knows the source, coverage, freshness, and permitted use.
It maps to a buyer question
The signal connects to a real evaluation, comparison, implementation, or proof concern.
It respects the buying group
The action accounts for champions, economic buyers, evaluators, blockers, and missing roles.
It produces a bounded action
A named owner receives an approved response with timing, evidence, and a stop condition.
A high-intent threshold can prioritize review. It does not prove that a particular person is buying, that a deal will close, or that automated outreach is appropriate.
Use both—but give them different jobs
Detect change
Monitor selected account, topic, usage, or engagement conditions and preserve their limits.
Make the change legible
Connect the signal to the buying group, decision question, supporting evidence, and owner-led response.
The goal is not more alerts.
The goal is a revenue team that can explain why a signal matters, who should act, what evidence supports the action, and how the result will be reviewed.