What Are "Intent Signals," and How Can I Use Them to Score Leads in HubSpot?

Defining Intent Signals in B2B Marketing

An intent signal is any action a prospect takes that indicates increasing interest in solving the problem your product addresses. Unlike demographic data (company size, industry), intent signals are behavioral, they reveal what someone is actively researching, considering, or preparing to buy. The distinction matters enormously for lead scoring: a VP of Marketing at a 200-person company is a good fit prospect; a VP of Marketing at a 200-person company who has visited your pricing page three times this week is a purchase-intent prospect. The same person, fundamentally different conversation.

Intent signals exist on a spectrum from weak to strong. Weak signals indicate general awareness (first blog post visit, one email open). Moderate signals indicate active evaluation (pricing page visit, product feature page views, webinar attendance). Strong signals indicate purchase intent (contact form abandonment, ROI calculator use, demo request page visit). Your scoring model should assign weights that reflect this hierarchy.

First-Party Intent Signals: What Your Stack Already Captures

First-party intent signals come from your own properties and are the most accurate. In HubSpot, you can capture and score: page visits (weighted by strategic page, pricing pages worth 15 points, blog posts worth 2 points), email engagement (clicking a pricing email link worth 10 points, generic newsletter open worth 1 point), form interactions (downloaded a "how to choose a vendor" guide worth 8 points), live chat conversations, product trial activity (for SaaS), and direct sales rep interactions. Set these up in HubSpot's Lead Scoring tool under Contacts → Settings → Lead Scoring.

Third-Party Intent Data: Bombora and G2 Integration

Third-party intent data platforms like Bombora, G2 Buyer Intent, and TechTarget monitor content consumption across thousands of publisher sites, identifying companies researching specific topics. If Bombora reports that a target account has 3x surged on "marketing automation" and "CRM integration" topics this month, that's a strong buying signal even before they visit your site. G2 Buyer Intent notifies you when someone at a target account views your profile or compares you to competitors. Both platforms integrate directly with HubSpot via native connectors, automatically adding intent signals to company records and triggering workflow notifications to your sales team.

Building the Scoring Model: Weights and Thresholds

A practical starting scoring framework for B2B SaaS or services: Demographic/Firmographic fit scores (0–100): industry match (+30), company size match (+20), job title match (+25), decision-maker seniority (+25). Behavioral/Intent scores (0–100): pricing page visit (+15/visit, max 45), demo/contact page visit (+20), webinar attendance (+15), high-value content download (+10), third-party intent surge (+25), email link click on sales content (+10), product trial activity (+20). An MQL threshold of 65+ on both dimensions is a good starting point.

Decay and Refresh: Keeping Scores Current

Lead scores without decay become meaningless over time, a prospect who visited your pricing page 18 months ago and then went silent is not as interested as someone who visited yesterday. Configure score decay in HubSpot to reduce activity-based scores by 20% every 30 days of inactivity, and by 50% every 90 days. Reset engagement scores to zero if no activity occurs for 180 days, but retain fit scores (those don't change). This ensures your sales team's time goes to prospects with recent, demonstrated intent, not historical data artifacts. Excel's CRM infrastructure setup includes complete lead scoring architecture and HubSpot workflow configuration.