Buyer intent data is information that shows how likely someone is to buy and what they are looking for. It comes in three kinds: third-party intent (research seen across other websites), first-party intent (behaviour on your own properties) and post-click intent (the signals in a paid click and on the landing page). Post-click intent is the most immediate, and it does not need personal data.
- Third-party intent is broad but delayed; post-click intent is immediate.
- Intent stages: research, consideration, decision.
- Always attach a confidence level; ask when unsure.
- Intent should be built per brand, never pooled.
The three kinds of intent data
| Kind | Where it comes from | Timing | Personal data |
|---|---|---|---|
| Third-party intent | Research activity across other websites | Days to weeks old | Often account- or person-level |
| First-party intent | Behaviour on your own site, app and CRM | Hours to days | Usually tied to known users |
| Post-click intent | Signals in the paid click plus on-page behaviour | In the moment | Not needed |
How intent stages work
A useful intent model places each visitor in a stage: research (learning, exploring, defining the problem), consideration (comparing, price checking, feature matching, trust checking) or decision (ready to enquire, book, apply or call). The stage decides what kind of help is useful: a researcher needs to learn; a decider needs a next step.
How an intent profile is built
Post-click intent joins more than 42 signals in the click and on the page with the brand’s own campaign context (offers, audiences, objections, voice, routing). The result is an intent profile: stage, sub-stage, what they are looking for, urgency and the best next step, with a confidence level.
Intent-based personalization without personal data
Personalization does not have to mean identifying people. Responding to the search and the section being read is enough to help. A visitor becomes known only when they choose to share details, with consent, and nothing personal needs to be stored in cookies.
Using intent responsibly
Keep each brand’s intent data separate, never pooled across clients. Be honest about confidence: when signals are unclear, offer a few broad questions instead of a guess. And apply the brand’s own compliance rules to every response.
Where PostClick AI helpsHow context is captured →42+ signals plus your campaign context become an intent profile, with no personal data needed.