Top 10 B2B intent data best practices for SaaS teams, with the tools for each step

B2B intent data shows which companies are researching a problem or a product right now, based on what their people read on your site and across the web. The best practices come down to one rule: use it to choose who to contact first, not as proof that anyone wants to buy. In practice, that means a named account list, a few precise topics, your own site's signals first and a fast handoff to sales.

Below are 10 practices for SaaS teams, in the order you would set them up, with the tools that support each step.

I work at Fourward, which publishes this guide. No vendor paid to be included or knew I was writing this. I checked each tool fact on that company's own site on 11 November 2026. I did not create accounts or run tests, so nothing here claims hands-on results.

What B2B intent data is, and the three kinds

Intent data is a record of research behaviour, grouped by company. One person reading one article means little. Several people at the same company reading about the same subject, more than they usually do, is worth a closer look.

The data comes from three places. Each one answers a different question.

Most tools turn these signals into a score or a stage for each account. The practices below show how to use that score without being fooled by it.

The 10 intent data practices at a glance

The same three questions for every practice: what to do, why it matters and which tools help.

1. Start from your ideal customer profile and a named account list

Tools Your CRM (customer relationship management system), such as HubSpot, holds the account list that every other tool reads from.

An ICP (ideal customer profile) describes the companies you sell to best: industry, size, region and the tools they already use. Write it down before you look at a single signal. Then turn it into a named list of target accounts in your CRM.

Intent tools work best on a list. HubSpot's Company Surge, for example, "detects when a tracked company's research activity spikes on topics related to your business". The key word is "tracked": you choose the companies first.

• What to write downIndustry, company size, region and the event that makes them buy, such as a new funding round or a new team.
• Who signs it offSales and marketing together, so nobody argues about the list later.
• Where it livesIn your CRM, as a list or segment that every intent tool reads.

My take Intent data on accounts outside your ICP is noise. A company that is researching but can't buy from you is still a company that can't buy from you.

2. Pick a few precise topics that match real buying questions

Tools Bombora's topic list, which HubSpot also offers inside Company Surge.

Third-party intent is measured by topic. Bombora says it "continuously monitors company research activity against 25,300+ topics". That much choice is the risk: pick broad topics and every large company looks interested.

Choose topics a buyer would only read about while solving the problem you fix. Your product category, the category your main competitors sit in and the specific job your product does are good starting points. Words like "marketing" or "cloud" are too broad to mean anything.

• How manyFewer than you think. HubSpot says "You can configure up to 12 Bombora topics per account".
• Where to find the wordsSales call notes, lost-deal reasons and the searches that bring buyers to your pricing and comparison pages.
• When to reviewEach quarter, drop topics that produced signals but no meetings.

My take Precise topics give fewer signals, and that is the point. A short list of accurate signals is worth more to a sales team than a long list of vague ones.

3. Collect first-party intent from your own site first

Tools HubSpot's buyer intent tool, or Leadfeeder if you don't use HubSpot.

First-party intent is behaviour on your own channels: your site, your docs, your emails and your product. It is the most useful kind, because the company is looking at you, not at a topic. HubSpot says its buyer intent tool "connects anonymous web visitors to known companies' IP addresses". An IP address is the network address a visit comes from. Leadfeeder also identifies "the company visiting your site".

Not every visit counts the same. HubSpot lets you "filter for companies that are showing intent based on visits to specific pages on your site". Set those rules on the pages buyers read late in their search. Our guide to SEO for B2B SaaS covers how to build those pages.

• Strong pagesPricing, comparison, integration, security and setup docs.
• Weak pagesBlog posts, careers pages and the homepage, which job seekers and students read too.
• RememberIP matching names a company, not a person. Treat it as a hint about the account.
• The gapA buyer who asks an AI chat about your category leaves no visit in your data. Our free AI visibility check shows whether AI engines can read your site at all.

My take If you set up only one source of intent, make it this one. The signal is about your product, and you own the data.

4. Add third-party and review-site intent on top

Tools Bombora for research across other sites, and G2 Buyer Intent for research on G2.

Third-party intent spots research before a buyer reaches your site. Bombora collects it through "a proprietary, consent-driven tag on every site in our Co-op". Its Company Surge score "compares the most recent three weeks of activity against a 12-week historical baseline". In plain words, a company surges when it reads about a topic more than it usually does.

Review-site intent sits closer to a purchase. On G2, a Profile signal means "A buyer viewed your G2 product profile page". G2 says your product's G2 plan "determines the types of Buyer Intent signals you receive".

• BomboraTopic research across its Co-op sites, compared with each company's own past activity.
• G2 Buyer IntentActivity on G2. G2 "sends Buyer Intent signals at the product level", so each product is its own feed.
• How to combineGive a signal more weight when the same account also shows up in your first-party data.

My take Third-party intent is best at telling you when to start ads and content for an account, not when to call. A topic surge plus a pricing page visit is a stronger reason to call than either one alone.

5. Score accounts and agree the stages with sales

Tools 6sense, which turns intent into buying stages.

A score turns many small signals into one number per account. 6sense places each account in a buying stage based on its intent score. A 6sense blog post from 2023 lists these bands:

• TargetScores less than 20.
• AwarenessScores between 20 and 49.
• ConsiderationScores between 50 and 69.
• DecisionScores between 70 and 84.
• PurchaseScores of 85 and greater.

6sense also flags a 6QA (6sense Qualified Account), which "tells you when it’s ready for direct sales engagement". It also keeps a separate contact engagement score. That score "ignores the Dark Funnel intent data" and looks only at "owned content", meaning your own channels. Whatever tool you use, keep fit, intent and engagement apart, and agree with sales what each stage means for action.

My take A score nobody trusts gets ignored. Show sales which signals made the score, and change the rules together when they turn out wrong.

6. Find the buying committee, not just one contact

Tools ZoomInfo, or the contact databases in our lead generation tools guide.

Most intent data works at company level. A surge tells you an account is researching, but not who is doing it. ZoomInfo says it "has always shown you which companies are researching your category," and adds: "Now we show you the specific people inside those accounts".

Even with person-level data, plan for a group. B2B software is often bought by a group of people, each with a different worry. If you need contact data, our guide to B2B lead generation tools compares contact databases and outreach tools.

• Who to mapThe person who will use the product, the person who owns the budget and the person who checks security.
• Where to lookYour CRM first, for past contacts and deals, then a contact database.
• What not to doEmail everyone at the account on the same day with the same message.

My take One contact per account is fragile. If that person leaves or stops replying, you lose the account's interest with them.

7. Route each signal to an owner, fast

Tools Your CRM, fed by syncs such as ZoomInfo's, or HubSpot's intent tools, which sit inside HubSpot.

A signal sitting in a dashboard does nothing. Send it to the CRM, give the account an owner and set a deadline for the first action. ZoomInfo's pitch is to "Push intent and contact data" into your "CRM, sales, and marketing software".

Match the speed to the source. G2 says it "updates Buying Stage and Activity Level daily", so G2 signals suit a daily check. Bombora's surge looks at three weeks of reading, so a weekly review fits it.

• OwnerOne named person per account, usually the sales rep who owns it.
• DeadlineThe same working day for a pricing page visit, and within the week for a topic surge.
• Alert ruleAlert on changes, such as a jump in stage, not on every page view.

My take Routing is where good data turns into meetings. If nobody owns the alert, even an accurate signal is wasted.

8. Match the message to the topic, and never mention the tracking

Tools The topic names in Bombora or HubSpot Company Surge, plus your own case studies and guides.

The topic tells you which problem the account is reading about. Use it to pick the case study, guide or demo you send. Talk about the problem, not about the data.

Never open with "I saw you were researching". The buyer didn't choose to share that with you, and it reads as surveillance. A message that is useful to someone working on that problem does the job better.

• EmailLead with the problem the topic points to, and offer one useful thing.
• AdsShow ads about that problem to the researching accounts on your list.
• ContentIf many accounts research a topic you have no page for, write one.

My take The best intent-led message doesn't look intent-led. It just arrives at the right time with the right subject.

9. Set up consent and privacy before you scale

Tools Your consent banner, Leadfeeder's consent settings and each vendor's own notes on how it collects data.

Intent data involves tracking, so privacy law applies. In Europe that means rules such as GDPR (the General Data Protection Regulation) and cookie consent. This guide is not legal advice, so check your setup with a lawyer.

Ask each vendor how it collects data. Bombora, for example, says its data comes from a consent-driven tag on each Co-op site. On your own site, Leadfeeder can work with a consent management platform (CMP), the tool behind your cookie banner. Set up that way, "the tracking script sets its cookie only once a visitor grants consent".

• If a visitor declinesLeadfeeder says it will "still identify the company visiting your site", but "it simply won't recognize that visitor as a returning visitor across sessions".
• Ask vendorsWhere the data comes from, whether people agreed to it and whether it names individuals.
• On your siteConnect visitor tracking to your consent banner, and name the tool in your privacy policy.
• Inside the teamLimit person-level data to the people who need it.

My take Do this before the program grows. Fixing consent across many tools later is slower than setting it up once at the start.

10. Measure against a holdout, then prune

Tools Your CRM's reports, plus a holdout group: accounts you deliberately leave out of the new process, so you can compare.

Intent data is easy to over-credit. Some accounts that show intent would have bought anyway, so counting "deals with a signal" makes the tool look better than it is. To see the real effect, hold back a random part of your researching accounts and treat them as usual.

• What to measureMeetings booked, pipeline created and deals won, for accounts you acted on against the holdout.
• What to pruneTopics, pages and sources that produce alerts but no meetings.
• When to reviewEvery quarter, together with sales.

My take If the accounts you acted on don't beat the holdout, change the topics or the follow-up before you buy more data.

What intent data costs

Intent tools are priced in very different ways, so compare what you get, not the headline. Here is what the tools in this guide publish.

• HubSpotIts intent signals "can be used with either purchased credits or a seat plan that includes credits". Some buyer intent features, such as filtering by segment, need HubSpot Credits.
• G2 Buyer IntentSignals come per product, and your G2 plan decides which signal types you get.
• Bombora, 6sense and ZoomInfoThe pages I checked show no public price, so expect a sales call and a custom quote.
• LeadfeederI didn't check its prices for this guide. Our lead generation tools guide covers its plans.

The bigger cost is people. Someone has to own the topics, the routing and the quarterly review. Plan that time before you buy any data.

Common intent data mistakes

Most of these come from treating intent data as a list of leads instead of a list of hints.

• Buying third-party data first. Track your own site before you pay for anyone else's.
• Choosing broad topics. Broad topics make every large company look interested.
• Treating a surge as a lead. A surge means a company is reading about a topic. It does not mean a person asked to talk to you.
• Sending alerts nobody owns. Every signal needs a named person and a deadline.
• Saying "I saw you were looking". Use the topic to choose your message, never as the message.
• Counting every deal with a signal as a win. Compare against a holdout group instead.
• Forgetting research in AI answers. A buyer who asks an AI chat for a shortlist leaves no visit in your data. GEO (generative engine optimization) is the work of getting named in those answers, and our GEO guide for B2B SaaS covers it.
• Forgetting buyers who aren't looking yet. Intent data only finds demand that already exists. Our guide to B2B brand building covers the buyers who will look later.

FAQs

Sources

1. Bombora Company Surge® | The gold standard in B2B Intent data, Bombora, checked 11 November 2026.
2. Buyer Intent data reference, G2 Documentation, updated 2 September 2026, checked 11 November 2026.
3. Buyer Intent, G2 Documentation, updated 21 October 2026, checked 11 November 2026.
4. How 6sense Turns Buying Signals into Account Priorities, 6sense, 7 June 2026, checked 11 November 2026.
5. Magic Numbers: Breaking Down 6sense's Intent and Engagement Scores, 6sense, 12 April 2023, checked 11 November 2026.
6. How to Use Buyer Intent Data to Identify Companies Ready to Buy, HubSpot Knowledge Base, updated 13 October 2026, checked 11 November 2026.
7. Use Company Surge signals, powered by Bombora, HubSpot Knowledge Base, updated 16 September 2026, checked 11 November 2026.
8. Configuring the Leadfeeder tracking script with your consent management platform (CMP), Leadfeeder Help Centre, checked 11 November 2026.
9. Capture Your Most Valuable, Active Buyers (intent data), ZoomInfo, checked 11 November 2026.