Marketing metrics become useful when definitions are stable and costs, outcomes and attribution logic are aligned.
Different cost metrics for different funnel outcomes.
Media efficiency versus broader investment return.
Choose the right denominator and segment carefully.
Measure progression from visit to revenue.