analytics-tracking-plan

Create an analytics tracking plan by mapping high-level business questions to specific event tracking requirements. This approach enforces standardized Object-Action naming conventions and property schemas to ensure reliable, decision-ready data for your product launch.

Object-Action naming convention is a standardized taxonomy for event instrumentation that prevents implementation drift. By consistently formatting events around objects and actions, it ensures clean data collection and maintains data integrity across your analytics platforms.

Map business questions to event tracking requirements by defining specific, actionable events that directly answer those funnel optimization queries. This structured approach eliminates phantom metrics by forcing a decision-first analytics strategy before any actual implementation begins.

Yes, this tracking plan approach works directly with GA4, PostHog, Mixpanel, and Amplitude. It applies standard property schemas tailored to these platforms to ensure consistent marketing attribution and reliable data collection across your analytics stack.

Validate an analytics instrumentation plan using a structured checklist for GTM and SDK testing. This validation framework ensures data integrity and stabilization, confirming that your event tracking accurately captures metrics before production deployment.

Marketing attribution data often has phantom metrics due to unstructured implementation. Solving this requires a decision-first analytics instrumentation approach that enforces standard property schemas and Object-Action naming conventions before tracking begins.