Intent data is probabilistic signal sold as deterministic insight. When a vendor tells you "Company X is showing high intent for your category," they mean a composite score of web visits, content downloads, review site activity, and search behavior has been run through a proprietary model to produce an elevated probability estimate. That's useful information. It's not the same as knowing Company X is about to buy — and confusing the two leads to over-investment in intent-based ABM that looks precise but isn't.
The category splits into two distinct buying decisions: intent data as a signal layer (Bombora, G2 Buyer Intent, TechTarget Priority Engine), and ABM platforms that bundle intent data with orchestration and advertising capabilities (6sense, Demandbase, Rollworks). The first is a data purchase; the second is a workflow platform. They're often conflated in RFPs, which leads to buyers paying for orchestration they don't need or data without the infrastructure to act on it.
A company moving from 40 to 80 on your category's intent index is a meaningful signal. The absolute number isn't — it's a relative ranking, not a conversion probability. Using intent scores as if they're predictive of purchase timeline will disappoint.
Bombora has broad coverage across many companies. G2 Buyer Intent and TechTarget Priority Engine have narrow coverage (only their own platforms) but higher accuracy for the specific buying behavior they observe. Broader is not always better.
6sense and Demandbase bundle intent data with advertising activation and CRM orchestration. Some buyers want just the signal; others want the workflow. Buying the full platform before you've validated the signal quality is a common mistake.
AI-driven ABM platform that predicts which accounts are in-market, orchestrates multi-channel outreach, and integrates with CRM and ad platforms for coordinated account engagement.
ABM platform focused on B2B advertising and account identification. Strong for connecting intent data to display advertising targeted at specific accounts.
B2B intent data cooperative. Aggregates content consumption signals from 5,000+ B2B publisher sites to produce company-level intent scores by topic.
Intent signal based on G2 review and comparison page activity. Shows which companies are actively researching your category and your competitors on G2.
Intent data from TechTarget's network of B2B tech publications. Shows which IT buyers at which companies are consuming content related to your product category.
ABM platform built for mid-market B2B teams. Combines account targeting, intent data, and display advertising with lower complexity and cost than enterprise ABM platforms.
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