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Insights

Practical notes from the field

Fast reads on how I approach measurement, dashboards, and automation for small teams. Use them as templates, or ask me to tailor a playbook for your stack.

Diagram comparing attribution, marketing mix modeling, and lift analysis
January 20268 min read

Attribution, MMM, and Lift Analysis: Choosing the Wrong Model Is Worse Than No Model

When to use attribution, marketing mix modeling, or lift analysis, and why picking the wrong model does more damage than using none at all.

AttributionMMMLift analysisMeasurement model
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