bs-analytics

A tracking plan defines the key events and properties to instrument for user flows and experiments. You can generate one by applying product brainstorm artifacts and UX problem framing to produce a structured markdown list of events for validation.

KPI-driven funnels define specific stages and target metrics for each step of the user journey. By mapping UX problem framing to funnel stages, you generate metric formulas and dashboard KPIs to monitor product-market fit progression.

An A/B test plan validates feature hypotheses using measurable data. You can transform qualitative brainstorm outputs into exportable A/B test outlines that define tracking events, funnels, and KPIs for experiment validation.

Yes, you can generate dashboard metrics and KPI formulas directly from pre-development scorecards and UX notes. This process requires no external dependencies, producing a minimal dashboard recommendation and metric formulas suitable for immediate storage.

You need a tracking plan before instrumenting analytics events when transitioning from qualitative product hypotheses to measurable validation. It ensures key events, properties, and funnel stages are defined before development begins.

Yes, the approach produces markdown tracking plans and exportable A/B test plans. These outputs are specifically formatted for storage in specialist analytics files and integration into project changelog updates.