Measurement design
We map events to the product journey and define metrics, naming conventions and ownership. The plan considers consent, platform limitations and the decisions the business needs to make.
Instrumentation and validation
Analytics and MMP integrations are scoped with the development team. Test scenarios check key events, parameters, revenue reporting and attribution handoffs before the data is used for decisions.
Reporting and insight
Dashboards connect spend, conversion, engagement, retention and revenue where data is available. Funnel and cohort reviews identify questions for creative, product and monetization experiments.