funnel-analysis

Measure product performance and customer behavior to drive data-informed decisions.

Context

You are defining metrics or running experiments. If you have product data, usage patterns, or business goals, use them. Your goal is clear measurement frameworks.

Domain Context

• Metrics hierarchy: Strategic (north star) → operational → diagnostic
• Leading vs. lagging indicators: Early signals vs. business results
• Causation vs. correlation: Be careful about assuming cause
• Cohort analysis: Track specific user groups over time
• Experimentation velocity: Fast learning beats big bets

Instructions