What Is Intent Data?
Behavioral signals that indicate a company is actively researching a topic or considering a purchase.
Intent data captures behavioral signals that suggest a company is actively researching a topic, evaluating solutions, or preparing to make a purchase. For ABM teams, intent data is a prioritization engine. It helps you focus resources on accounts that are showing buying behavior right now rather than guessing who might be ready.
There are two primary types of intent data. First-party intent comes from your own properties: website visits, content downloads, webinar attendance, and product usage data. Third-party intent comes from external sources that track research activity across the broader web, including publisher networks, review sites, and content syndication platforms.
Major third-party intent data providers include Bombora (which powers intent signals for many ABM platforms), G2 (buyer intent from software review activity), TrustRadius, and TechTarget. Each provider has a different methodology and data source, so signals vary in coverage and accuracy.
Intent data works best when combined with your ICP and account scoring model. A surge in research activity from an account that already matches your ICP is a strong signal. The same surge from an account outside your ICP might be noise. Context matters. Intent data tells you when an account is active. Your ICP tells you whether that account is worth pursuing.
Common use cases for intent data in ABM include prioritizing outreach to accounts showing buying signals, triggering personalized ad campaigns when accounts enter research phases, alerting sales reps to engage warm accounts, and identifying competitive evaluation activity before it is too late to influence the decision.
Intent data is not a silver bullet. Signal quality varies. Not every topic surge means an account is ready to buy. Some research is educational. Some is driven by a single employee with no purchasing authority. The best ABM teams treat intent data as one input among many, not a standalone decision-making tool.
Intent Data in Practice
An ABM team at a data platform vendor buys Bombora intent data for their named-account list. Every Monday, the platform updates which of their 600 accounts are surging on topics like "data warehouse," "ETL pipelines," "cloud cost optimization." Accounts with three or more relevant topics surging in the prior 30 days get routed to the AE for active outreach. SDRs use the specific topics in their cold opens: "Saw your team has been researching warehouse cost reduction, want to share what we've seen at companies in similar growth stages." Meeting acceptance on intent-triggered outreach runs 22% versus 6% on cold outreach without intent context. Another example: a security vendor combines first-party intent (their own website behavior) with third-party (G2 Intent, TrustRadius) and finds the combined signal is dramatically stronger than either alone. Accounts that visit the vendor's website AND show third-party research on competitor comparisons convert to opportunity at 31%, versus 4% for first-party-only and 7% for third-party-only.
The Most Common Mistake Teams Make
Buying intent data and treating it as a lead list. Intent signals are directional, not deterministic. An account surging on a topic means somebody at the company is interested; it doesn't mean a decision-maker is ready to buy. Teams that pass raw intent lists to SDRs as cold-call targets see low conversion because the signal is too weak in isolation. Strong intent programs combine signals: third-party intent plus first-party engagement plus firmographic fit produces an alert worth acting on; any single layer alone is noise.
What to Measure
Intent-alert-to-meeting conversion rate. When an intent signal triggers an outreach, what percentage convert to a sales-accepted meeting within 30 days? Healthy programs see 12% to 25% on combined-signal alerts. Pair with the share of pipeline that originated from intent-triggered outreach; mature programs often see 20% to 40% of sourced pipeline trace back to intent triggers.
Tool Landscape
Bombora is the largest third-party intent provider for B2B. G2 Intent and TrustRadius cover review-site research. 6sense and Demandbase bundle proprietary intent data with their ABM platforms. ZoomInfo and Cognism offer intent within their broader data platforms. First-party intent comes from marketing automation and website analytics. Most teams combine two to four sources to triangulate.
Frequently Asked Questions
What is intent data in ABM?
Intent data captures behavioral signals showing that a company is researching topics related to your solution. It helps ABM teams prioritize accounts that are actively in-market over those that are not showing buying behavior.
What is the difference between first-party and third-party intent data?
First-party intent data comes from your own channels (website, content, product). Third-party intent data comes from external sources like publisher networks, review sites, and content syndication platforms that track research activity across the web.
How accurate is intent data?
Accuracy varies by provider and methodology. Intent data is directional, not definitive. It works best as one signal in a broader scoring model that includes ICP fit, engagement, and sales input. Never rely on intent data alone to make targeting decisions.
How accurate is third-party intent data?
Third-party intent is directional, not deterministic. A surging signal correctly identifies an account researching a topic about 60% to 75% of the time, but the specific person researching may not be a decision-maker. Treat it as a starting filter, not a conclusion.
Should intent data drive SDR outbound or marketing campaigns?
Both. SDRs use specific intent signals in cold-outreach personalization. Marketing uses aggregate intent to time campaigns and air cover. The same data serves different decisions at different stages.
Is first-party intent more valuable than third-party?
First-party is higher signal (the buyer is on your property) but covers fewer accounts (most target accounts haven't visited yet). Third-party is lower signal but covers your entire named list. Best programs use third-party to identify which accounts to invest in, then look for first-party signals to confirm timing.