What is Intent Data?

Intent data is a category of B2B intelligence that identifies companies showing active research behavior related to specific topics, products, or competitors. When a company's employees begin reading significantly more content about "sales engagement software" or "CPQ solutions" than their historical baseline, intent data platforms flag that company as "surging" — a signal that suggests the organization may be entering a buying cycle. Sales and marketing teams use these signals to prioritize accounts, time outreach, and personalize messaging based on what a prospect is actually researching.

How Intent Data Works

Intent data comes from three primary source types, each with different strengths and limitations.

Third-party intent data is the most common form. Providers like Bombora operate consent-based publisher co-ops — networks of 5,000+ B2B publisher websites that share anonymized page-view data. When employees at a company consume content on these publisher sites at rates significantly above their historical baseline, the platform generates a surge score for that company on the relevant topic. Bombora's co-op provides 86% exclusive data with an 18,000+ topic taxonomy — the deepest in B2B intent. Third-party data tells you what companies are researching across the broader web, not just on your own properties.

First-party intent data comes from your own digital properties — website visits, content downloads, webinar registrations, and email engagement. When an anonymous visitor from a target account lands on your pricing page, that is a first-party intent signal. ABM platforms like 6sense and Demandbase de-anonymize these visits at the account level, matching digital fingerprints to company profiles.

Second-party intent data comes from partners or platforms that share their audience engagement data. For example, a review site like G2 can identify companies researching your product category on their platform and share that signal with you.

Most mature ABM and revenue operations teams combine all three types. 6sense's Signalverse engine captures over one trillion daily signals from multiple source types, while Bombora focuses specifically on its third-party publisher co-op to deliver the deepest specialized intent signal available.

Why Intent Data Matters for Sales Teams

The fundamental problem intent data solves is timing. Research from multiple sources suggests that B2B buyers are 60-70% through their decision process before they engage with a vendor directly. By the time a prospect fills out a demo form or responds to a cold email, they have already spent weeks reading content, comparing vendors, and forming opinions. Intent data surfaces this pre-engagement research activity, giving sales teams a window to enter the conversation earlier.

The practical impact on sales operations is measurable. Bombora documents 50% cost-per-lead reductions and 2-3x reply rate improvements when outbound is targeted to surging accounts. 6sense published a case study showing 1,098 BDR hours saved through AI-driven account prioritization that eliminated low-value prospecting.

Intent data also transforms account-based marketing from a static list-based strategy into a dynamic, signal-driven program. Instead of targeting the same 500 accounts all quarter, marketing teams can shift advertising spend and outreach effort toward accounts showing active buying behavior right now — and pull back on accounts that have gone quiet.

What Is the Difference Between Intent Data and Contact Data?

This is the most important distinction for buyers to understand. Intent data tells you which companies are researching a topic. Contact data tells you which people work at those companies and how to reach them. They are complementary datasets, not substitutes.

Bombora is a pure intent data provider — it delivers company-level surge scores but does not provide individual contact information. You know that Acme Corp is surging on "revenue intelligence," but you need a separate tool to find the VP of Sales at Acme Corp and their direct phone number.

ZoomInfo bundles both under one roof — its 420M+ contact database combined with intent signals from 12,000+ topics. However, ZoomInfo's intent data is a paid add-on (starting at approximately $9,000/year) with topic limits (6 topics on Professional, 25 on Elite), and its intent taxonomy is shallower than Bombora's specialized co-op. The trade-off is convenience versus depth.

6sense takes a different approach entirely, combining intent data with predictive AI that scores accounts by buying stage and orchestrates multi-channel campaigns — functioning as a complete ABM platform rather than a standalone data feed.

Key Features to Look For

When evaluating intent data providers, these factors determine the quality and actionability of the signals you receive:

Topic taxonomy depth. Deeper taxonomies produce more precise signals. Bombora's 18,000+ topic taxonomy lets you distinguish between a company researching "sales engagement" broadly versus "multi-channel sequencing for enterprise outbound" specifically. Shallow taxonomies generate more false positives and less actionable intelligence.

Signal freshness. How quickly do intent signals reach your team? ZoomInfo refreshes intent data daily. Bombora's Standard tier refreshes weekly, with daily refresh available on the Plus tier. For most B2B buying cycles, weekly refresh is adequate — but teams running fast-moving deal cycles may benefit from daily updates.

Data provenance and compliance. With cookie deprecation and tightening privacy regulations, how intent data is collected matters. Bombora built GDPR/CCPA compliance into its data collection layer through its consent-based publisher co-op — a structural advantage over providers relying on third-party cookie tracking.

Integration breadth. Intent data is only valuable if it reaches your sales reps where they work. Evaluate whether the provider integrates with your CRM, sales engagement platform, and ABM tools. Bombora takes a platform-agnostic approach with native connectors for Salesforce, HubSpot, Outreach, 6sense, Demandbase, and data warehouses like Snowflake and BigQuery.

Company-level vs. person-level identification. Most intent data operates at the company level — you know the organization is researching, but not which individual. For sales teams that need to take immediate outbound action, you will likely need to pair your intent data provider with a contact database like ZoomInfo or Apollo.io to bridge the gap between signal and outreach.

Cost relative to your activation stack. Intent data is a signal layer, not an execution tool. Bombora starts at approximately $25,000/year for company-level surge scores. Building the full activation stack around it — CRM, sales engagement, ABM platform — can push total costs to $73,000-$200,000+ per year. Budget for the execution layer alongside the data investment.