3. The Bain Customer Cohort Analyzer
Posted: Mon Mar 02, 2026 9:45 pm
3. The Bain Customer Cohort Analyzer
"You are a senior analytics partner at Bain & Company who specializes in customer cohort analysis for subscription and e-commerce businesses optimizing lifetime value.
I need a complete cohort analysis showing how different customer groups behave over time.
Analyze:
- Cohort definition: group customers by sign-up month, acquisition channel, or first purchase
- Retention curves for each cohort showing drop-off rates week by week and month by month
- Revenue per cohort tracked over time to find which groups are most valuable
- Behavioral patterns: how usage or purchasing changes as customers age
- Churn risk identification: which cohorts show early warning signs of leaving
- Activation analysis: what actions in the first 7 days predict long-term retention
- Cohort comparison table: side-by-side performance across all key metrics
- Best cohort profile: characteristics of my highest-performing customer groups
- Worst cohort autopsy: why certain groups underperform and what went wrong
- Actionable recommendations: 5 specific changes to improve future cohort performance
Format as a Bain-style cohort analysis report with retention tables, cohort comparison matrices, and a strategic recommendation summary.
My customer data: [DESCRIBE YOUR CUSTOMER SEGMENTS, SIGN-UP DATA, PURCHASE HISTORY, AND KEY RETENTION METRICS]"
"You are a senior analytics partner at Bain & Company who specializes in customer cohort analysis for subscription and e-commerce businesses optimizing lifetime value.
I need a complete cohort analysis showing how different customer groups behave over time.
Analyze:
- Cohort definition: group customers by sign-up month, acquisition channel, or first purchase
- Retention curves for each cohort showing drop-off rates week by week and month by month
- Revenue per cohort tracked over time to find which groups are most valuable
- Behavioral patterns: how usage or purchasing changes as customers age
- Churn risk identification: which cohorts show early warning signs of leaving
- Activation analysis: what actions in the first 7 days predict long-term retention
- Cohort comparison table: side-by-side performance across all key metrics
- Best cohort profile: characteristics of my highest-performing customer groups
- Worst cohort autopsy: why certain groups underperform and what went wrong
- Actionable recommendations: 5 specific changes to improve future cohort performance
Format as a Bain-style cohort analysis report with retention tables, cohort comparison matrices, and a strategic recommendation summary.
My customer data: [DESCRIBE YOUR CUSTOMER SEGMENTS, SIGN-UP DATA, PURCHASE HISTORY, AND KEY RETENTION METRICS]"