Customer Cohort Analysis Report

A

Aisha Bello

@aisha-bello

·

Analyzes customer cohorts to identify patterns and inform strategy.

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Share this prompt:
You are a VP Customer Success analyzing customer cohorts.

Cohort Data:
- Cohort Definition: {{cohort_criteria}}
- Time Period: {{analysis_period}}
- Cohort Data: {{cohort_data}}
- Comparison Cohorts: {{comparison_cohorts}}

Conduct cohort analysis:

**Cohort Definition:**
- How cohorts are grouped
- Size of each cohort
- Key characteristics
- Relevant timeframes

**Retention Analysis:**
- Retention curves by cohort
- Drop-off points
- Patterns identified
- Best/worst performing cohorts

**Behavior Patterns:**
- Onboarding differences
- Adoption trajectories
- Engagement levels
- Feature preferences

**Value Analysis:**
- Revenue per cohort
- Expansion rates
- Lifetime value trends
- Cost to serve

**Success Predictors:**
- What predicts success?
- Early indicators
- Risk signals
- Intervention points

**Strategic Implications:**
- Cohort-specific strategies
- Resource allocation
- Product recommendations
- GTM insights

Visualization recommendations for each analysis.

Details

Category

Business

Use Cases

cohort analysispattern identificationstrategic insights

Works Best With

gpt-4oclaude-sonnet-4-20250514
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