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Diagnostic thinking for
B2B marketing operations

Practical perspectives on attribution, AI-assisted audits, and finding the constraint behind underperforming funnels.

Featured Attribution 6 min read

The Diagnostic Problem in B2B Marketing Analytics

The team has invested in dashboards. The attribution model is live. AI tools are pulling data from every channel. And still, the CMO can’t answer the board’s question: where should we put the next dollar? The problem isn’t data. It’s diagnosis.

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Funnel Fix Blueprint

The structured diagnostic guide for B2B marketing ops teams. Identify your constraint before running any audit.

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