Sales Intelligence: Data-Driven Prospecting · Lesson 2 of 10
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Sales Intelligence: Data-Driven Prospecting
1The Data Stack for Prospecting 2Intent Signals Explained 3Building the Account Score 4Technographic Targeting 5Hiring Signal Intelligence 6Visitor Intelligence Layer 7Dynamic Account Lists 8Prioritizing at Scale 9Coordinating with Marketing 10Measuring Prospecting ROI
Lesson 2 of 10

Intent Signals Explained

Intent signals are behavioral data points that indicate a company is actively researching a solution like yours. Not all intent signals are equal — understanding the hierarchy helps you prioritize accordingly.

First-Party vs Third-Party Intent

First-party intent comes from your own properties: website visits, content downloads, email clicks, trial signups, pricing page views. It's the highest-quality signal because it's direct evidence of interest in your specific product.

Third-party intent comes from external sources: G2 Buyer Intent (companies viewing your G2 profile), Bombora (aggregated content consumption across the web), TechTarget (content consumption on media sites), and similar data providers. It's broader but less specific — a company consuming content about "visitor intelligence" across multiple sites may or may not be evaluating you specifically.

The Intent Signal Hierarchy

  1. Pricing/demo page visit (your site): Highest possible intent signal
  2. Return visit to solution/feature pages: High intent
  3. G2 profile view or competitor comparison: High intent
  4. Organic visit to comparison content (your site): Medium-high intent
  5. Third-party intent data match: Medium intent
  6. Blog/educational content visit (your site): Low-medium intent

When Third-Party Intent Is Valuable

Third-party intent is most valuable for identifying in-market accounts that haven't yet visited your site — essentially, expanding your awareness of who's actively researching before they find you. Use it for top-of-funnel prospecting, not bottom-of-funnel prioritization (where first-party signals are far more reliable).

Key Takeaways
  • First-party intent (your site) is 3-5x more reliable than third-party intent data
  • Pricing page visits are the highest-quality signal in the entire intent hierarchy
  • Use third-party intent to find accounts researching the category, not yet aware of you
  • Always layer first-party signals on top of third-party before prioritizing outreach
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