Measurement Strategy Beyond Vanity Metrics

A measurement strategy should begin with a business question, not a dashboard. What decision will this data inform? What action will it trigger? If the answer is unclear, the metric is probably measuring activity rather than outcome.

Build a KPI hierarchy

Separate business outcomes from diagnostic and platform metrics. Outcomes describe what changed for the business. Diagnostics explain why. Platform metrics help operate the work day to day.

Diagnose before optimizing

Connect media metrics to the funnel, then look for where performance is actually lost — in targeting, message, experience or the offer itself.

A useful dashboard does not show everything. It makes the next decision clearer.