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What Is Intent Data? A Plain Definition for B2B Revenue Teams (2026)

By Asaf Katz · June 11, 2026

Drafted with AI on my frameworks, stories and numbers. Judged and edited by me.

Quick answer

Intent data is behavioral signal data indicating that a buyer is actively researching a product category or solution. It comes in two forms: first-party (signals from your own channels) and third-party (aggregated from external sources). B2B teams use it to prioritize outreach, time event invitations, and qualify accounts before sales engagement.

Intent data is behavioral signal information that indicates a buyer is actively researching a purchase decision. It is called intent data because the behaviors it captures — reading comparison articles, visiting pricing pages, downloading evaluation guides, searching for specific product category terms — reveal buying intent before the buyer raises their hand.

In 2026, the B2B buyer intent data market is worth an estimated $4.5 billion, growing at a 15.9% CAGR. Teams using signal-qualified leads report 47% better conversion rates, 43% larger deal sizes, and 38% more closed deals compared to those relying on traditional lead scoring.

First-Party vs. Third-Party Intent Data

First-party intent data is captured directly from your own channels:

First-party data is the highest-quality intent signal because it reflects direct engagement with your brand, not inferred behavior from external sources.

Third-party intent data is aggregated from external sources by providers like Bombora, G2, and TechTarget:

Third-party data has more coverage (you can detect buying behavior before a prospect has engaged with your site at all) but lower signal specificity.

The Signals B2B Teams Act On in 2026

The most actionable intent signals in 2026 are layered:

  1. Funding announcement + tech stack match — a target account just raised a Series B and runs the tech stack your product integrates with
  2. Leadership change + relevant job opening — a new CRO just joined and the company opened three RevOps roles
  3. G2/Capterra browsing + your competitor page views — someone at the account is actively comparing solutions in your category
  4. Webinar attendance + pricing page visit — a prospect engaged with your content and checked your pricing within the same week

The combination of signals is more predictive than any single signal alone.

How Intent Data Powers Event-Led Pipeline

LinkedOtter uses intent signals to time event invitations: accounts showing topic surges in your solution category, combined with leadership changes or job postings, are the highest-priority targets for a webinar invitation. The event then generates a new first-party intent signal — live attendance — that triggers the sales follow-up.

This is the intent data flywheel: third-party signals identify which accounts to target, the event invitation warms those accounts, attendance generates the strongest first-party signal, and the follow-up converts intent into a qualified meeting.

754 webinar signups in 26 days, 100+ from target accounts. 43 qualified meetings in 60 days. Intent-timed event invitations are a core part of how that result gets produced.

Take the free 60-second check to see how LinkedOtter uses intent data to build event-led pipeline.

Frequently asked questions

What is intent data in B2B marketing?

Intent data is behavioral signal information indicating that a buyer is actively researching a purchase decision. It includes first-party signals (from your own channels) and third-party signals (aggregated from external content consumption and review site activity).

What is the difference between first-party and third-party intent data?

First-party intent data comes from your own channels (pricing page visits, webinar attendance, demo requests). Third-party intent data is aggregated from external sources by providers like Bombora and G2. First-party signals are higher quality; third-party signals have broader coverage.

How do B2B teams use intent data in 2026?

Intent data is used to prioritize outreach timing, qualify accounts before sales engagement, trigger event invitations, and score leads based on buying stage. Teams layering multiple signals (funding + job postings + review site activity) see the strongest conversion results.

What impact does intent data have on B2B conversion rates?

Teams using signal-qualified leads report 47% better conversion rates, 43% larger deal sizes, and 38% more closed deals compared to those relying on traditional static lead scoring, according to 2026 industry data.

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