What is B2B Intent Data? The Complete Guide for 2026

But how do you help your team become aware of this before it’s too late? This can motivate them to use tools that fueled their success in the past. When someone transitions into a new role, they’re eager to establish themselves and make a strong what is intent data impression on their team.

Gartner recommends pursuing agentic AI only where it delivers clear value or ROI, as integrating agents into legacy systems can be technically complex and costly . Companies treating AI agents as productivity add-ons consistently fail to scale. The gap between experimentation and impact isn’t technical—it’s strategic. Define what agents can do autonomously versus when human judgment is required. This mirrors how human teams solve complex problems—different specialists collaborating toward shared objectives.

For example, an agent detecting that Google Ads converts at half the cost of LinkedIn for the same audience can shift 40% of the daily budget and pause underperforming creatives—without human intervention. AI agents operate dynamically—analyzing signals in real time, making decisions, and adapting strategies to achieve objectives without constant human input. This article breaks down five concrete ways AI agents are reshaping B2B marketing and provides actionable steps to the right AI marketing tools to implement them in your organization today. According to Gartner, 40% of enterprise applications will feature task-specific AI agents by the end of 2026, up from less than 5% in 2025 .

Aspect-Based Sentiment Analysis

6sense uses Bombora (plus their own proprietary signals). LinkedIn social intent plus website visitors for automated prospecting. I'll be straight about all of them, including where Warmly's own data falls short. The question isn't whether intent signals exist. It could be a VP of Sales reading a blog post about "best outbound tools." It could be a company posting three new SDR job openings. But only if you understand what it actually is, what it isn't, and how to use it without lighting $100K on fire.

Lead Onion helps B2B companies drop high-intent prospects into their marketing and sales funnel. You can also use the tool to enrich existing customer records with ZoomInfo intent signals and firmographics. Demandbase is a buyer intent data provider for reaching prospects close to making a purchase.

Trusted expert team

• Intent data is one of the most valuable targeting tools available to B2C and B2B marketers today.
• GTM Studio workflows trigger immediate action when the right combination of intent and fit appears.
• Prioritizing high-intent leads translates to less time spent on unqualified prospects and more conversions from marketing to sales.
• This data provides information and insights when businesses interact with your resources.
• By addressing technical SEO, businesses can improve user experience, increase search rankings, and ensure long-term site performance.

When 6sense, Demandbase, or Warmly show you "third-party intent," a lot of that signal originates from Bombora's co-op. Having more intent tools doesn't mean better pipeline. A contract lifecycle management company runs 6sense, G2, Usergems, Outreach, ZoomInfo, Chili Piper, and Drift. Forrester named Demandbase a Leader in Q1 2026, which it deserves for enterprise. If you don't have a dedicated ABM team and aren't running enterprise sales cycles, you're paying for capabilities you'll never use. 6sense and Demandbase are overkill for most companies.

Built different. Proven at enterprise scale.

The G3500 series units provide Nscale with a proven, rapid-deployment power solution that collapses traditional infrastructure timelines and accelerates the path from site to live compute. Through a strategic collaboration with Caterpillar, Nscale will deploy Caterpillar G3500 series natural gas generator sets at sufficient scale to achieve two gigawatts of power generation by the first half of 2028, powering the NVIDIA Vera Rubin DSX AI Factory reference design. Its close proximity to major centers of AI and cloud infrastructure, including Ashburn and Chicago, will offer customers low latency and minimal delays for AI workloads. The expansion capabilities of this site — which has the potential for a total power draw of 8GW — will allow Nscale to develop power capacity rapidly while supporting one of the largest announced AI compute deployments in the market today. The Monarch Compute Campus will build on Nscale’s current capacity of over 1GW.

But first, let’s make sure we’re aligned on what we mean by intent data and why it’s critical for growing your business. However, despite its business value, it’s rarely leveraged effectively. 86% of websites in the Co-op are exclusive to us, which means Bombora observes a high percentage of Intent behavior across the B2B web. There are several ways to source third-party Intent data, and it’s important to use a trustworthy source that’s transparent about the methods of collection. Learn how to combine both approaches, overcome common challenges, and leverage AI-powered tools to maximize ROI and build lasting customer relationships.

Considering everything you stand to gain, it’s time to discuss the obvious question. As for the specific ways to glean insights, those are limitless. They help paint a better picture of who is buying your goods or services, but in terms of entire businesses rather than authorized purchasers. Firmographic data refers to the “demographics” of customer businesses. Technographic data consists of measurements that explain how people engage with technology tools. Additionally, if your site has search features, you can see what your users are looking for most frequently.

Free Tools to Check Google Keyword Search Volumes

Connecting those signals to specific workflows and using intent data to trigger the right action at the right time does. Having a dashboard full of intent signals doesn't move pipeline. These competitive intent signals indicate buying readiness because the account has moved beyond awareness into vendor comparison. Intent data surfaces through multiple intent signals, each indicating different levels of buying readiness. If you see a company's intent data spiking around Unified Communications as a Service (UCaaS), and the same company has a spending Scoop for UCaaS, telecommunications, or call centers, you've added a very strong layer of confirmation. ZoomInfo surveys millions of knowledge workers every month to understand the projects and initiatives their companies are launching in the coming months.

These optimizations provide a solid foundation for all other SEO efforts, ensuring search engines can properly index and rank your content. A site without SSL (Secure Sockets Layer) is marked as “Not Secure” in browsers, which discourages users from engaging and reduces credibility. Google prioritizes HTTPS sites because encrypted websites protect user data and build trust. Ensuring proper indexing and crawlability allows Google to understand your site structure and rank your content accordingly. If search engines can’t find or properly index your pages, they won’t rank.

That means more actionable intelligence flowing into your workflows, helping your team spot high-intent prospects faster. You can check YouTube keyword search volumes using specific tools that focus on terms users enter into YouTube. Since 1982, RCR Wireless News has been providing wireless and mobile industry news, insights, and analysis to mobile and wireless industry professionals, decision makers, policy makers, analysts and investors. Hyperscaler AI platforms provide the elastic compute needed to scale agentic workloads, while Ericsson keeps operational telco data control and governance inside its Telco DataOps environment and within CSP boundaries. This makes sense—these are categories where people frequently use AI tools for research and vendor evaluation.