What Is Intent Data? | BounceZero
Glossary›Leads and prospecting

What Is Intent Data?

Intent data is behavioural evidence that a company or person is actively researching a problem your product solves. First-party intent comes from your own properties: pricing page visits, documentation reads, trial usage, replies. Third-party intent comes from outside: review-site activity, content consumption across publisher networks, job postings and funding events. First-party signals are rarer and far more predictive; third-party signals cover more accounts but identify the company, not the person, so they still need a reachable contact.

By Ayoub Lebda, founder of BounceZero, a UK-registered email verification service|10 October 2026

How it is measured and used

Intent is scored per account over a rolling window, usually seven to thirty days, with a surge threshold that flags accounts whose research spikes. First-party intent feeds lead scoring directly; third-party intent usually triggers prospecting into the account, which means finding and verifying contacts there.

The weak link is the contact step. A surging account is worth nothing if the three addresses a finder returns for it bounce. Finder exports run 10 to 25% invalid, so an intent-triggered play without verification wastes its best signal on the worst data.

Example with numbers

A third-party feed flags 40 companies researching "email list cleaning" in a week. A finder returns 120 contacts across them; verification confirms 84, holds 14 catch-all and 9 unknown, and drops 13 invalid. The 84 go into a sequence the same day while the intent is current; at a 9% reply rate that is seven conversations from one week's signal.

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Written by

Ayoub Lebda

Founder, BounceZero - Email-infrastructure engineer

Ayoub built BounceZero's 5-stage validation pipeline, its dedicated BGP-announced IP infrastructure, and the Patroni HA PostgreSQL cluster behind every verification. Previously built high-volume email delivery infrastructure. Trained at 1337 Benguerir (École 42 network, 2019). Open-source: bgp_analyzer.