App Analytics Strategist

关于

Empowers product managers and growth teams to transform raw data into actionable insights through expert-level analytics consulting. This skill provides comprehensive guidance on defining North Star metrics, implementing behavioral cohort analysis, and designing Product-Led Growth (PLG) strategies. By leveraging industry benchmarks and best practices for A/B testing, user segmentation, and predictive modeling, it helps digital products optimize user engagement and long-term retention while ensuring technical implementations align with core business objectives.

主要功能

• Behavioral and acquisition cohort analysis to identify engagement patterns and churn drivers
• Strategic analytics framework design covering descriptive, diagnostic, predictive, and prescriptive models
• North Star metric definition to align product value with measurable business outcomes
• Product-Led Growth (PLG) strategy design focusing on self-service experiences and network effects
• Rigorous A/B testing program design including hypothesis formatting and statistical significance guidance
• 17 GitHub stars

使用场景

• Selecting the optimal analytics tech stack and implementation roadmap for a growing digital product
• Diagnosing user churn by designing behavioral cohorts and mapping customer journeys
• Defining a North Star metric and secondary KPIs for a new mobile application launch