Event Taxonomy & Tracking Plan Design
Standardized property schemas, user identity stitching, and unified naming conventions across web and mobile platforms.
Turn raw application telemetry into actionable conversion growth with granular event taxonomies and activation funnel optimization.
You cannot optimize what you do not accurately measure. We architect unified product telemetry, clean event taxonomies, and rigorous conversion experiments to uncover drop-offs, accelerate onboarding activation, and maximize customer lifetime value.
Who it helps: Product managers, growth executives, and engineering teams needing clear, validated user behavior data to drive product retention.
You cannot optimize what you do not accurately measure. We architect unified product telemetry, clean event taxonomies, and rigorous conversion experiments to uncover drop-offs, accelerate onboarding activation, and maximize customer lifetime value.
We begin by understanding your current setup, priorities and constraints. Recommendations are based on the requirements of your project rather than a one-size-fits-all package.
Choose the capabilities that match your project scope. The exact deliverables are agreed during discovery.
Standardized property schemas, user identity stitching, and unified naming conventions across web and mobile platforms.
Clean SDK integrations for Amplitude, Mixpanel, PostHog, or Firebase with privacy-safe tracking gates.
A/B testing paywall layouts, pricing tiers, trial lengths, and onboarding questionnaires to lift activation rates.
Identifying user Aha! moments, day 1/7/30 retention curves, and leading indicators of customer churn.
A collaborative process keeps goals, scope and next steps clear throughout the engagement.
Reviewing existing instrumentation, eliminating data discrepancies, and defining KPI maps.
Implementing tracking code with automated schema linting in CI pipelines.
Building real-time executive and product team dashboards.
Running sprint-based in-app tests to eliminate discovered conversion drop-offs.
The tools below are examples of technologies relevant to this service. The final selection depends on your existing systems, requirements and preferred platforms.
Amplitude and Mixpanel excel for behavioral product funnels and cohort retention. PostHog offers self-hosted open-source flexibility. Firebase is great for basic telemetry and push notification integration.
We configure non-blocking asynchronous event batching, local SQLite event queues, and intelligent network backoff algorithms so telemetry never impacts UI thread rendering.
Share your goals and current challenges. We will help you identify the next steps and discuss a suitable scope.