Growth Analytics and Dashboard Management

A KPI framework organizes key performance indicators across five categories—Acquisition, Activation, Revenue, Retention, and Referral—with defined metrics, priorities, and measurement frequency. This Skill provides a structured template defining over 20 metrics across these categories, enabling consistent tracking and alignment across product, marketing, sales, and executive teams.

Dashboard design varies by audience and need. This Skill provides tailored patterns for Executive, Product, Marketing, and Sales dashboards, each optimized to surface the metrics and insights most relevant to that team's decision-making, reducing noise and improving actionability.

Cohort analysis groups users by signup period and tracks their behavior over time to identify when and why retention declines. This Skill guides you through cohort segmentation, churn prediction modeling, and designing product dashboards to monitor activation metrics and inform targeted retention interventions.

Yes. This Skill includes A/B testing frameworks and PDCA-driven analytics workflows to systematically evaluate changes and forecast-driven decision-making, enabling teams to validate growth hypotheses and project future performance based on historical trends.

You need structured access to acquisition, activation, revenue, retention, and referral metrics from your product or marketing systems. The Skill assumes raw data availability and guides categorization, priority assignment, and measurement frequency to construct dashboards aligned to business goals.

Customer Acquisition Cost and Lifetime Value are core revenue metrics that anchor dashboard priorities. This Skill helps you define CAC and LTV alongside retention and activation KPIs, then design executive-level dashboards that surface these drivers to guide resource allocation and growth strategy.