How to Evaluate Intent Data Providers: 7 Practical Checks

Evaluate an intent-data provider by whether its topics fit your market, its available records are useful, and your team has a clear next action. A large audience count or an impressive intent score cannot answer those questions on its own.

This guide uses seven checks to help you evaluate MarketPulse, BrandWell’s topic intent product, with public plans starting at $500/mo. The goal is a useful research and prospecting workflow, not a claim that every matching person is ready to purchase.

What does competitive intent data mean?

Teams sometimes use the phrase to mean research around a product category, alternatives, or competing solutions. Those are different observations. A category match does not prove that a named person researched a particular competitor or is replacing its product.

Ask what the evidence actually represents. Keep the topic, matching record, available fields, and your own interpretation separate. Avoid telling a prospect that you know their buying plans when all you have is a category signal.

MarketPulse’s useful starting point is the topic catalog and the audience that matches your ideal customer profile. Review that scope before deciding how the research relates to your offer.

1. Check topic relevance against your actual offer

Start with what the business sells and the problem it solves. Search for related topics, then read their meaning rather than choosing a familiar label automatically.

• Does the topic concern your offer or merely a neighboring subject?
• Which kinds of businesses or roles would plausibly research it?
• Could it also attract students, job seekers, consultants, or existing users?
• Which exclusions would make the audience more useful?

For example, a payroll software company needs to distinguish research into payroll systems from general employment questions. Write down why the chosen topic fits the offer and what it cannot establish about an individual.

2. Check coverage after applying your ICP

A broad catalog count is not the same as a usable audience for your business. In BrandWell, choose the relevant Company Project, search the MarketPulse topics, and apply your saved ideal customer profile.

Review the resulting records against the geography, company characteristics, and roles you actually serve. Keep the total observed audience separate from the portion you would consider for research or outreach.

Record exclusions and reasons. A small audience that fits may be more useful than a large one that requires extensive cleanup, but it may also limit what you can learn from a short test. That is an operating decision, not a universal benchmark.

3. Check freshness and the meaning of a pull

A MarketPulse Intent Scan retrieves available data from the previous 24 hours for one topic. Record the pull date and review the available evidence before acting. Recency helps you prioritize a review; it does not guarantee that a person’s needs are unchanged.

Keep the refresh schedule separate from the sales follow-up schedule. A fresh record may still be irrelevant, already in your CRM, or unsuitable for the proposed channel.

When reviewing a repeated audience, check overlap. Reappearing records are not automatically new prospects, and the sum of two topic counts is not necessarily the number of unique people.

4. Check the available fields and identity boundaries

Inspect the actual audience view rather than assuming every record contains every contact field. Company details, roles, emails, and phone availability can vary. A contact record and a buying decision are different pieces of information.

Use a sample review record like the original template below:

Swipe the table to see all columns.

This is a working review template, not a claim that every field exists as a native product column. Keep your notes in an appropriate workspace and avoid copying unnecessary personal data into unrelated reports.

5. Check the next action and channel requirements

Decide how the research will help before exporting records. It might inform a market brief, prioritize account research, or support a reviewed follow-up. It might also lead to no action if the evidence is weak.

Use the connected BrandWell products for their actual roles. RankWell supports website content research and drafting. Outreach supports email workflows. Direct Mail supports postcard work. AIMEE can help prepare authorized tasks through connected tools. Confirm the selected products, permissions, and costs before promising an automated sequence.

A contact’s presence in an intent audience is not consent to every channel. For US commercial email, the FTC’s CAN-SPAM guide covers accurate sender identity and subjects, postal-address and opt-out requirements, honoring opt-outs, and responsibility for messages sent on your behalf. It also applies to B2B commercial email. Other jurisdictions and channels have separate requirements.

For Google Customer Match, use the first-party collection requirements. A purchased contact record is not eligible merely because you can export or hash it. Validate the specific destination rather than equating an export with platform approval.

6. Check plan allowances and total operating cost

Current MarketPulse standard monthly plans are:

• Starter: 1 topic, weekly refreshes, and 25,000 contact exports per month.
• Growth: 3 topics, daily refreshes, and 100,000 contact exports per month.
• Scale: 10 topics, daily refreshes, and unlimited contact exports.

See the MarketPulse demo and current plans and BrandWell’s product pricing. Early-access discounts, where offered, are distinct from the standard prices above.

Topic capacity, refresh frequency, and exports are different allowances. Unlimited exports do not mean unlimited topics, unlimited available records, or guaranteed qualified leads.

Budget for the people and channels needed to use the research. Your working cost model should include the subscription, any additional products, implementation, review time, campaign work, fulfillment, and reporting. For an agency, separate the client’s data allocation from your service fee and media spend.

7. Check outcomes against a useful baseline

Decide what the evaluation is intended to establish. A sample can reveal topic fit, available fields, and review effort. It cannot prove future revenue simply because a few promising records appear.

• Research quality: how many reviewed records fit the agreed criteria?
• Operating effort: how long did qualification and preparation take?
• Action quality: what did the team accept, reject, or defer?
• Business outcomes: which meetings, opportunities, or purchases followed?
• Costs and exceptions: what was spent, and what opt-outs or complaints occurred?

Keep sourced pipeline, influenced pipeline, and recognized revenue separate. Compare with a relevant baseline or concurrent control when practical. Record the sample size, period, offer, and other campaign changes so an apparent improvement is not attributed to intent data without evidence.

Before starting, review the MarketPulse guarantee terms. Its first-purchase refund window is 3 days, with no data exported and no more than 2 Intent Scans. An evaluation involving exports does not meet those usage conditions.

What this means for service businesses

Agencies and other service businesses can organize defined client work around market research, topic review, and the available pulls and exports. Keep each client’s purpose, permitted use, scope, and reporting clear.

A subscription should not be sold as an exclusive market, an automatically branded client portal, or a finished service requiring no operator work. Describe the deliverables you will actually provide and verify any product or commercial rights before making a promise.

Start with a real topic and a defined question

Review the MarketPulse demo and plans starting at $500/mo. Choose one market question, inspect the relevant topic and ICP, and decide whether the available research supports a useful next step.

The practical standard is simple: your team should be able to explain why a record matters, what it does not prove, and what action is justified. Keep that explanation alongside the results as you expand the workflow.

Reviewed and updated October 2, 2026.

Written by

Farnaz Kia