Measure What Matters: KPIs and Incrementality
Start with ARPDAU, eCPM, fill rate, and IVR, but tie them to retention curves and crash rates. Review trends weekly with product and ads teams together. Make tradeoffs explicit. What metric did you intentionally improve last sprint, and what cost did you accept to get there?
Measure What Matters: KPIs and Incrementality
Compare ad‑exposed cohorts against controls to reveal behavioral shifts. Inspect funnels: where do viewers churn, and which rewards drive repeat engagement? Look for journey friction, not just revenue spikes. Share a cohort insight that changed your placement strategy, and help others learn faster.