What is Buyer Intent Data? How to Use it to Increase Sales?

(Last updated: 31 July 2026)

Buyer Intent Data: Definition & Scope

Intent data tells you which companies and decision-makers are actively researching solutions in your category right now. Unlike passive company information, buyer intent data captures real buying behavior, signals that indicate genuine interest in solving a problem your product addresses.

Buyer intent data refers to the insights and signals that indicate a prospect’s level of interest and readiness to make a purchase. Intent data is information collected about a person’s behavior online. It’s formed on behavioral signals that indicate what topic, product, or service a person may be interested in; giving you an understanding of their perceived intent.

The power of buyer intent data is that it allows sales and marketing teams to prioritize certain groups of people based on their intent. Or, at least, how active that intent is.

For most companies, this data provides deeper insights into the buying process to better tailor marketing strategies to their target audience.

This is part of a larger targeting framework. See how buyer intent combines with technographic and firmographic data to multiply targeting accuracy.

What Are the Benefits of Using Buyer Intent Data?

The first (and most important) benefit of using intent data is that you are eliminating the risk of engaging with uninterested buyers.

You’re essentially streamlining your prospecting pipeline to qualified buyers only. Not only will that dramatically increase your conversion rate potential, but it will also give your sales and marketing team a huge advantage over your competitors.

Imagine how confident your staff will be knowing that that lead generation just became that much easier and more effective.

Key benefits include:

Improve Sales and Marketing Alignment: Create a shared understanding of customer behavior to coordinate strategy.

Identify High-Potential Leads: Buyer intent data pinpoints accounts actively researching your category, eliminating uninterested prospects.

Personalize Your Outreach: Focus messaging on topics and pain points your prospects are researching.

Enhance Timing and Responsiveness: Reach prospects at the exact moment they’re most receptive to your message.

Optimize Marketing Campaigns: Target campaigns based on research behavior, not assumptions.

Supercharged Account-Based Marketing

A fundamental aspect of account-based marketing (ABM) is targeting accounts that are a good fit for your company’s products or solutions.

Around 70% of companies claim that their ABM programs have yielded better sales results and marketing alignment. By leveraging the power of intent data in your ABM program, you immediately give your sales and marketing team an advantage.

You’re able to strategically prioritize and personalize your lead generation campaigns with granular insight. Meaning, you can segment your outreach lists based on the intent of their behaviors.

Remember, account-based marketing is only as successful as your personalization.

Enhanced Ad Campaigns

How many times have you been served an ad on Facebook, Google, or LinkedIn that manages to reach you at exactly the right time?

Chances are you were targeted by a group of smart markets (just like the people reading this article).

Why?

Intent data gives you context. It allows you to understand which topics and interests capture people’s attention most.

You can use this knowledge to create ad campaigns and distribute content that aims to answer your prospect’s questions. By simply aligning your content with somebody’s pain points at the right time can result in an increased flow of qualified leads.

Capture Interest During the Buyer Journey

An effective B2B marketing campaign is one that’s delivered on time. By this, we mean capturing people’s interest before they reach out to a salesperson themselves.

Most B2B buyers are already 57% of the way through the buying cycle by the time they reach out to a company for more information. 57%, a B2B campaign is too late by this point.

With buyer intent data, you can help trigger that lightbulb moment in your prospect’s mind. Helping them believe they’ve made the decision themselves by giving them enough information to engage with your company.

Intent data allows you to:

• Have the opportunity to speak to customers before they reach out. Proactive outreach to engaged accounts
• Tailor your messaging based on content consumption. Message resonates with their current research priorities
• Build relationships with leads immediately. Early engagement creates familiarity before sales outreach

Produce Relevant Content at Scale

Across any marketing channel, relevancy is always key. In fact, the recipe for most sAcross any marketing channel, relevancy is always key. In fact, the recipe for most successful campaigns is nearly always relevancy and timing.

We’ve already highlighted how intent data can put you in front of the right audience at the right time.

But here’s how it can help your marketing teams produce relevant content at scale.

• Build landing pages on your site that answer specific questions. Content directly addresses prospect research queries
• Connect and segment pages based on topics. Organize content by research interest areas
• Create landing pages by industry and application. Tailor content to specific verticals and use cases

Once you begin utilizing intent data, you can capitalize on inbound marketing and lead generation through downloads and specific on-site events that you can easily track.

Intent Data vs. Behavioral Data: What’s the Real Difference?

Many B2B teams confuse intent data with behavioral data. They’re related, but fundamentally different—and that distinction matters for your targeting strategy.

Behavioral Data tracks activity on YOUR website or properties. It tells you which pages someone visited, how long they stayed, what content they downloaded. You can monitor this through tools like Google Analytics. Behavioral data answers: “Who is engaging with US?”

Intent Data captures research activity across your entire category, not just your website. It includes website visits to competitors, industry research, content consumption across the web, peer review sites, and product comparison pages. Intent data answers: “Who is actively researching solutions like OURS?”

Why This Distinction Matters:

A prospect might visit your website three times (strong behavioral signal) but never research your category beyond your site. That’s engagement with you, but not necessarily buying intent. Conversely, a prospect might show zero behavioral data on your site but be actively researching your category on industry forums, review sites, and competitors’ websites. That’s genuine intent—they’re looking for a solution; they just haven’t found you yet.

The Practical Difference:

• Behavioral data helps you retarget warm prospects and optimize experience for engaged users
• Intent data helps you identify NEW prospects who are actively researching but haven’t engaged with you yet

Together, they’re powerful. Behavioral shows engagement; intent shows interest. The most effective targeting combines both.

How Is Buyer Intent Data Collected?

Intent data is created using billions of streaming behavior signals from thousands of B2B websites and media publishers. This intent data is then collected and aggregated each week by third-party vendors.

These signals range across thousands of topics to show both trends and surges of interest in particular topics.

For example, if there is a peak of interest for B2B buyers looking for a marketing automation platform – the data will reflect that (thus indicating an increase in purchase intent).

Because a lot of this raw data ranges in the millions, it would be hard to manually process and understand signals at this scale. For that, algorithms have been designed to spot surges in topic searches and interest.

If you’re familiar with website tracking and analytics, it works in a very similar way:

• Cookies are used to identify users.
• Traffic sources.
• Time on site/time on page.
• The volume of content consumed.
• Scroll depth and scroll speed (general user behavior signals).
• Types of content consumed.

How Can You Judge the Quality of B2B Intent Data?

With so many touchpoints in the buyer cycle, it’s easy to get lost in volumes; rather thaWith so many touchpoints in the buyer cycle, it’s easy to get lost in volumes; rather than quality.

To determine the quality of your intent data, you need to understand human behavior and the broader meaning of intent. There are three common reasons why a prospect is looking for a solution online:

• Informational intent (they’re researching a topic).
• Commercial investigation (comparing providers, products, and solutions).
• Purchase intent (the final step in the buying cycle).

With this in mind, you can judge the quality of your intent data based on the likelihood of an outcome.

How Recently Have Your Potential Customers Engaged?

The famous saying by Fredrik Eklund “time kills all deals” couldn’t be more relevant than right now.

If you’re using outdated data, you’ve already lost the sale. Your sales reps should be amongst the first few people to outreach to prospects.

You should be able to respond to highly engaged customers who have only recently engaged with your content. Whether visiting a specific landing page or signing up for a free trial – time is of the essence.

How Often Have Your Contacts Returned?

Frequency coupled with type of intent is a phenomenal way to increase leads and sales.

If your prospect has visited the same informational piece of content ten times in two days, the chances are there is a specific problem to solve. It’s highly unlikely your prospect will return to your content if it’s not of interest.

This will give your sales team a timeline of events and highlight where in the buyer cycle your customer is before they take action.

How Engaged Are Your Buyers?

You can judge engagement based on website or campaign interactions. Your sales team should always score data based on how engaged your leads are.

Whether that’s a chatbot interaction, time on site, or the number of actions completed on your website.

These behaviors are all indicators of the buyer’s journey and it’s at this time your sales team should make contact.

The Different Types of Intent Data

There are two different types of data and supporting data sources that create them.

Depending on the size of your marketing campaigns and the level of insights you need to generate revenue, will dictate which type of data will be the best solution.

Let’s go through each type.

First-Party Intent Data

You likely already collect first-party intent data without knowing it.

This type of data can be found in typical web tracking applications. Using internal intent data allows you to report on actual users on your website and their behaviors.

Common web tracking applications:

1. Google Analytics
2. HotJar
3. Clicky
4. Bing Webmaster Tools
5. CrazyEgg

You can control it and segment this data however you see fit.

The benefit of using this data is that you can build sales processes and marketing strategies with almost complete agility. Most platforms provide real-time data allowing you to track and monitor activity with granularity.

Third-Party Intent Data

As the name says, this data is provided by third-party vendors.

This data is collected across thousands of websites and touch points. This can give your marketing teams a more holistic view of customer behavior and intent.

Collecting B2B intent data from this many data sources is extremely complicated. Third-party data providers rely on IPs, cookies, and publishing partners to collect data insights.

In our opinion, it’s better to leave it to a professional B2B data provider due to laws and regulations around data collection and how you can use it. to a professional B2B data provider due to laws and regulations around data collection and how you can use it. 

Implementing Buyer Intent Data into Your B2B Sales Strategy

Integrating buyer intent data into your B2B sales strategy requires a well-planned and systematic approach.

Here are the key steps to consider:

1. Assess Your Current Data Sources: Evaluate the data sources you currently have access to and identify any gaps or areas for improvement in your buyer intent data collection.
   
2. Invest in the Right Tools and Technologies: Explore and implement the appropriate tools and platforms that can help you effectively collect, analyze, and act on buyer intent data, such as marketing automation software, customer relationship management (CRM) systems, and data analytics platforms.
   
3. Illustrative Sales Activation Scenarios:

Here’s how different types of B2B organizations typically activate buyer intent data in their sales processes:

• Technology company scenario: Identifies companies researching “cloud migration solutions.” Contacts 47 high-intent accounts within 24 hours of peak research activity. Typical result: 23% conversion to qualified opportunities (vs. 2% baseline for cold outreach).
• Financial services scenario: Uses intent data to identify enterprises evaluating compliance software. Personalizes outreach based on specific regulatory topics they researched. Typical result: 34% of intent-identified accounts schedule sales conversations (vs. 8% for segment-based outreach).
• SaaS platform scenario: Layers intent data with firmographic targeting (enterprise only, revenue $100M+). Typical result: 40% reduction in sales cycle by reaching prospects at peak research moment.
  

4. Establish Cross-Functional Collaboration: Foster close collaboration between your sales, marketing, and data analysis teams to ensure a seamless flow of buyer intent insights and alignment on strategic initiatives.
   
5. Develop a Comprehensive Data Strategy: Create a well-defined data strategy that outlines your objectives, data sources, data governance protocols, and processes for turning insights into actionable sales and marketing tactics.
   
6. Implement Buyer Intent-Driven Workflows: Integrate buyer intent data into your sales and marketing workflows, enabling your teams to respond to high-intent leads in a timely and personalized manner.
   

Where Can I Find B2B Buyer Intent Data?

You can immediately leverage your own assets to begin collecting customer data.

Taking advantage of pre-made applications to collect this information from your website can be a great way to increase your marketing and sales process.

However, if you want specific purchase intent about your dream B2B buyer, third-party data could be the best decision you make.

DemandScience not just leverages advanced technologies and data analytics to collect, analyze, and interpret intent data. We own the largest first-party data set that allows us to help clients identify and prioritize high-intent leads, understand prospect needs and preferences, personalize marketing messages, and optimize overall marketing strategies.

How Buyer Intent Fits with Other Signals

See our complete framework for how buyer intent combines with technographic and firmographic data to multiply targeting accuracy.

Buyer intent is most powerful when layered with:

• Technographic data (tech stack readiness)
• Firmographic data (company fit)

Together, these three signals create a comprehensive targeting strategy that identifies not just who’s interested, but who’s ready to buy.

Summary

Buyer intent data has fundamentally changed how prospecting is done. Being able to actively target an audience of decision-makers to influence their buying decision is something we’ve not seen before. Moreover, intent data can bridge the gap between sales and marketing teams by providing a common understanding of customer behavior along with the opportunity to significantly improve lead scoring and qualification processes.