Measurement Mayhem: Optimizing What You Can’t Trust
Instrument meaningful milestones: qualified visit, solution fit, sales-accepted event, and revenue. A startup discovered its highest CTR ad produced the lowest revenue per user after implementing event-level analytics across devices.
Measurement Mayhem: Optimizing What You Can’t Trust
Blend models—data-driven, time decay, and simple last touch—to triangulate reality. Treat attribution as directional, then validate with incrementality tests. Curious? Subscribe and get our multi-model worksheet to compare channels clearly.