Intent data infers and verified competitor activity confirms

Intent data infers who might be looking and verified competitor activity confirms who is in a deal

Intent data is a prediction. It models the likelihood that an account is researching a topic, drawn from aggregated content consumption across the web. Verified competitor activity is a fact. It records that a named buyer at one of your accounts accepted a reachout from a named competitor, confirmed for identity, role, and company.

The distinction is named versus probabilistic. Intent describes a company that might be in market. Verified competitor activity describes a person who is. That difference holds across every dimension that follows: anonymity, granularity, confidence, and refresh.

Intent data says an account might be looking. Verified competitor activity says a named buyer accepted a reachout from a named competitor.

Most pages that rank for this comparison are published by intent vendors, so they fold competitor activity into intent as one more topic to monitor. That framing keeps competitor activity anonymous and account-level. This page draws the line the other way: a confirmed, person-level event is a different kind of signal, not a subset of inference. Read it alongside competitor activity in your accounts.

Intent data is probabilistic, anonymous, and account-level

Third-party intent data is probabilistic. It is built from aggregated topic surges and content consumption across publisher networks, tied to an account rather than a person. It is an inference about a company, not a confirmed action by a buyer. Vendors describe it as directional for a reason.

• It is modeled, not observed. A surge in research on a topic across an account raises a probability score. It does not record a specific action a specific person took.
• It is anonymous. The signal resolves to a domain or an account, not a named contact. You learn a company might be interested, not who.
• It is account-level. Activity is aggregated across the organization, so it cannot tell you which buyer, which role, or which deal.
• It names a topic, not a competitor. Intent tracks research themes. It rarely confirms which competitor a buyer is actually evaluating.

This makes intent a prioritization input. It points at where interest might be forming. It does not prove that a deal exists or who is in it.

Verified competitor activity names the buyer, the competitor, and the action

Verified competitor activity measures a specific event. A named buyer at one of your accounts accepted a reachout from a named competitor. The buyer's identity, role, and company are confirmed, and the competitor is named. Deal Intelligence reports this at 0.95 or higher confidence, refreshed daily.

This is the cell intent vendors leave empty. Intent answers "which account might be researching a category." Verified competitor activity answers "which person at this account is in a deal with which competitor." The two are not degrees of the same thing.

• The buyer. A named contact, with role and company verified on both sides, not an anonymous session.
• The competitor. The specific rival who reached the buyer, named rather than inferred from a topic surge.
• The action. An accepted reachout. A confirmed interaction between two named parties, not a modeled probability.
• The freshness. Refreshed daily, so the event reflects what is happening now, not a quarterly aggregate.

See verified competitor activity for how the signal is confirmed on both sides.

Accuracy separates a 0.95 confidence event from a 65 to 85 percent inference

Accuracy is where the gap is widest. Third-party B2B intent data commonly runs in the 65 to 85 percent range, and there is no cross-industry benchmark that fixes a single number. Vendors themselves treat it as directionally useful but noisy, a prioritization hint rather than proof. That is a reasonable description of an inference.

Verified competitor activity carries 0.95 or higher confidence because it is confirmed on both sides. The buyer's identity, role, and company are verified, and the competitor is named. The difference is hint versus evidence.

A hint is worth using when you have nothing better. Evidence is worth acting on. The two play different roles in a pipeline motion, which is the point of the next section.

Buying signals and intent data answer different questions for RevOps

The buying-signals frame is clearer than the intent frame, and it maps cleanly here. Intent data says who might be interested. A buying signal says something happened: a funding round, a new VP, a lapsed contract, a competitor reachout. Intent infers. A signal is an event that already occurred.

A named competitor reachout accepted is the strongest competitive buying signal, because it confirms a live evaluation rather than a topic surge. It names both parties and records a real action. That is the difference between modeling interest and observing a deal.

Intent says an account might be in market. A confirmed competitor reachout says a named buyer is already in an evaluation.

Both belong in a RevOps stack. They sit at different points in the motion, which is the practical question the final section answers.

Pipeline owners use intent for coverage and verified competitor activity for deals in play

The two tools have different jobs. Use intent data to widen coverage. Use verified competitor activity to act on deals already in motion. A RevOps team does not have to choose one. It assigns each to the right part of the funnel.

• Use intent data for top-of-funnel coverage. When you need to prioritize a long list of cold accounts, intent narrows it. It is a reasonable first filter for where interest might be forming, even at 65 to 85 percent accuracy.
• Use verified competitor activity for accounts in play. When an account is an open_opportunity or a churn_risk at renewal, a named competitor reachout tells you a rival is already engaged. That is a confirmed event to act on, not a maybe to investigate.
• Expect a focused list. Across Deal Intelligence customers, about 3 percent of monitored accounts show competitor activity in a given month. That is a short, specific set of real openings, not a wide net.

Delivery decides whether either signal gets used. Verified competitor activity lands as custom fields on Account, Contact, and Lead in Salesforce and HubSpot, and as Slack alerts routed by territory, segment, or owner. The named buyer and named competitor sit on the record the rep already opens. For the MCP path, see Claude MCP server. Intent tells you where to look. Verified competitor activity tells you who to call and which competitor to name.

Questions, answered.