Analytics & attribution

This category covers measurement: funnel metrics, conversion rates, cohort behavior, and the attribution models that assign credit across touchpoints. It includes how data is collected, defined, and reported so the numbers can be trusted. Investment decisions depend on this layer, so flawed measurement leads to funding the wrong channels and cutting the ones that work.