Intent data: a signal that an account is researching your category

Intent data is the set of signals suggesting an account is actively researching a problem or category. It is useful for timing, but it is noisy on its own. Clean treats intent as one input among 75 buying signals, never the whole decision.

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Summary

Intent data signals that an account is researching a problem or category. See what intent data is, its limits, and how Clean uses it as one signal among 75.

Intent: Define intent data and show how Clean uses it as one signal among many, honestly.
Audience: B2B SaaS founders and GTM operators evaluating intent data and how it fits a grounded outbound motion.
Topics: intent databuying signalsbuyer timingB2B GTM signals

Last updated June 15, 2026

The short answer

Intent data is behavioral evidence that an account is researching a problem or category, used to time outreach. It is a useful but imperfect signal: often anonymized to the company level, frequently lagging, and easy to over-trust. Clean treats intent as one of 75 buying signals, weighed against fit, timing, and reachable context.

What is intent data?

Intent data is behavioral evidence that an account is actively researching a problem, category, or solution. It typically comes from sources like content consumption, search activity, review-site visits, or third-party publisher networks, and is meant to tell you who may be in-market now.

What are the limits of intent data?

Intent data is a useful timing signal, but it is not a decision on its own. Most third-party intent is resolved to the company level rather than a person, can lag the actual research by days or weeks, and rewards crowded categories where many vendors chase the same spike. Treat it as one input, not proof of a buyer.

Often anonymized to the account, not the individual.
Frequently lagging, so the moment may have passed.
Says a topic is being researched, not why or by whom.

How does Clean use intent data?

Clean uses intent as one signal among the 75 it profiles every lead against, across 8 categories, for under a dollar per lead. Intent helps with timing, but it is weighed against ICP fit, role relevance, and reachable context before an account is ranked S through C. You see the evidence behind each score, so a strong intent reading never overrides weak fit, and a quiet account with the right fit and a warm path is not ignored.

Common questions.

What is intent data in B2B sales?

Intent data in B2B sales is behavioral evidence that an account is researching a problem, category, or solution, used to estimate who may be in-market. It comes from sources like content engagement, search activity, review-site visits, and third-party publisher networks. Teams use it to time outreach toward accounts that appear to be actively looking, rather than reaching out cold with no signal at all.

Is intent data accurate?

Intent data is directional, not definitive. Most third-party intent is resolved to the company rather than a named person, it often lags the actual research, and it tells you a topic is being read without telling you why or by whom. It is a useful timing input, but treating an intent spike as proof of a buyer leads to mistimed, generic outreach. It works best as one signal among many.

How does Clean use intent data?

Clean treats intent as one of the 75 buying signals it profiles every lead against, across 8 categories, for under a dollar per lead. Intent informs timing, but it is weighed against ICP fit, role relevance, and reachable context before an account is ranked S through C. You see the evidence behind each score, so intent never becomes the whole decision on its own.

What is the difference between intent data and buying signals?

Intent data is one type of buying signal: evidence that an account is researching a category. Buying signals are the broader set of markers that indicate whether and when an account is worth working, including fit, role, timing, technology, reachability, and risk. Clean profiles leads against 75 such signals across 8 categories, so intent is part of the picture rather than the entire basis for a decision.

Does Clean buy or sell intent data?

Clean is not an intent-data vendor, a contact database, or an enrichment spreadsheet. It is the judgment layer that decides who to work, why now, and what to say, plus grounded execution. Where intent signals are available, Clean factors them into its profiling as one of 75 signals, but the core of the system is your own knowledge, your real relationship graph, and your ICP, not purchased intent feeds.

Can intent data alone tell me who to contact?

No. Intent data can suggest an account is researching a category, but it rarely tells you the right person, the reason behind the research, or whether the account fits your ICP. On its own it produces generic, mistimed outreach. Clean uses intent for timing while weighing fit, role, and reachable context, then ranks accounts S through C with the evidence behind each score so you work the strongest first.