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Why Your MQL Count Is Probably Lying to You

Why Your MQL Count Is Probably Lying to You

Marketing Automation·Aug 12, 2026·5 min read

Most MQLs are activity scores dressed up as intent. Here's how to use your closed-won deals to build a fit-and-intent model that sales will actually trust.

Building a Lead Scoring Model That Predicts Revenue, Not Just Activity

Building a Lead Scoring Model That Predicts Revenue, Not Just Activity

Marketing Automation·Aug 7, 2026·6 min read

Most MQLs are just busy people. Here's how to score for who actually buys, with your CRM data, a spreadsheet, and a two-tier model in HubSpot or Zoho.

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AI product engineering · Growth systems · Fractional CMO