TL;DR
Intent data shows which companies are actively researching topics related to your product — through behavioral signals like G2 profile views, review reading, category comparisons, or content consumption. Use it to prioritize outbound prospecting, personalize ad targeting, and focus SDR effort on accounts most likely to buy now.
Intent data is one of the most powerful but underutilized capabilities in B2B marketing. When a buyer is actively researching your category, every hour of delay in reaching them increases the chance a competitor gets there first.
Types of intent data First-party intent: behavioral signals from your own website (pages visited, content downloaded, pricing page views). Use Google Analytics 4 or Clearbit Reveal to identify company IP addresses visiting your site. These are your highest-intent signals. Second-party intent: signals from review sites like G2 and Capterra. G2 Buyer Intent data shows you which companies are actively viewing your product category, comparing you with competitors, or reading reviews. Third-party intent: aggregated behavioral signals across the broader web from data providers like Bombora or TechTarget. Shows which companies are consuming content related to your category topics across thousands of publishers.
How to use intent data in practice Outbound prioritization: your SDRs should reach out to accounts showing intent signals first. A company where 5 employees have been reading G2 reviews in your category is 5x more likely to buy than a cold prospect who's never heard of you. Layer intent score on top of your ICP score to create a true account priority model: reach out to high-ICP + high-intent accounts first.
Personalization: use intent signals to personalize outreach. "Hi [Name], I noticed [Company] has been researching [category] solutions recently — we help companies like yours [specific outcome]. Worth a quick chat?" This level of specificity is only possible with intent data.
Paid advertising: upload your intent account list to LinkedIn's matched audiences to show ads specifically to employees at companies showing buying intent. This is programmatic ABM at reasonable scale.
The limitation Intent data is a leading indicator, not a certainty. A company researching your category might not buy anything — they might be doing competitive research, writing a report, or evaluating options they ultimately can't afford. Use it to prioritize, not to assume purchase readiness.
From Cactus: Cactus uses G2 Buyer Intent data for several clients and routinely sees SDR response rates 3-5x higher on intent-triggered outreach vs. standard cold prospecting — the buyer is already in market, which changes the entire conversation.
Cactus Marketing embeds with B2B tech startups to turn strategy into pipeline. We've worked with 60+ companies, supported 12 exits, and contributed to $7B+ in client valuations.
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Book a free strategy call →How do I build a prospect list?
Define your ICP criteria, pull matching companies from Apollo or LinkedIn Sales Navigator, enrich for decision-maker contact info, layer trigger events for prioritization, and validate emails before importing into your sequencing tool. The whole process takes 2–4 hours for a clean 500-contact list.
What is a go-to-market strategy and how do I build one?
A go-to-market (GTM) strategy is the plan for how a company will reach its target customers and deliver its product to market. For B2B SaaS, it defines your ICP, value proposition, channels, motion (product-led, sales-led, or marketing-led), and the metrics that define success. A strong GTM strategy answers who, where, how, and why.
How do I define my Ideal Customer Profile (ICP)?
Your ICP is defined by analyzing your best existing customers — the ones with highest LTV, lowest churn, fastest sales cycles, and strongest product-market fit. If you're pre-revenue, define a hypothesis ICP, sell to 10-20 customers, then revise based on who actually buys and stays.
How do I position my B2B SaaS product?
Product positioning defines where you sit in your buyer's mind relative to alternatives. Strong B2B positioning answers: who is it for, what does it do, and why is it better than alternatives for that specific buyer. April Dunford's 'Obviously Awesome' framework is the gold standard — it's built on competitive alternatives, unique capabilities, and proven value for a specific ICP.