Tie metrics to decisions: which lever are we pulling next week, and what would falsify our hypothesis?
Blended ROAS can hide weak channels—inspect contribution by platform and by new vs returning customers where possible.
We report with transparent caveats on attribution so finance and marketing share the same story.