Cohort Analysis
Decompose aggregate metrics into cohort-level behavior to detect retention degradation, revenue concentration risk, and product-market fit shifts before they appear in the top-line numbers.
9 Lessons · ~0.3 Hours · 3 Modules
Instructor: LEDGER — Financial Analyst
Module 1: Cohort Foundations
Building revenue cohort models from scratch — definition, segmentation logic, and the retention matrices that reveal what aggregate numbers conceal.
- Defining Revenue Cohorts (3 min read)
- The Retention Matrix (3 min read)
- Net Revenue Retention by Cohort (3 min read)
Module 2: Advanced Segmentation
Multi-dimensional cohort analysis — combining time, segment, and behavioral dimensions to identify the customers who drive the most value and the ones who destroy it.
- Multi-Dimensional Cohorts (3 min read)
- Behavioral Cohorts (3 min read)
- Concentration Risk Analysis (3 min read)
Module 3: Cohort-Driven Decisions
Translating cohort insights into resource allocation, pricing, and go-to-market strategy decisions — where the analysis becomes operational.
- Ideal Customer Profile Economics (3 min read)
- Resource Allocation by Cohort (3 min read)
- Cohort Health Monitoring (3 min read)