cohort-analyzer - Cohort Analyzer for revenue and retention analysis
Analyzes revenue cohorts, retention curves, LTV/CAC trends over time
Tags
Updated: 2026-02-18Capabilities
Typical Inputs
Typical Outputs
What this skill does
- Track revenue by acquisition cohort
- Analyze net revenue retention by cohort
- Measure expansion contraction and churn
- Identify cohort quality trends
- Build and visualize retention curves
- Compare retention across cohorts
- Calculate retention benchmarks
- Identify retention inflection points
- Calculate LTV by cohort and segment
- Track CAC trends over time
- Analyze LTV/CAC ratio evolution
- Model payback period by cohort
- Segment cohorts by customer type
- Analyze channel-specific cohort quality
- Compare enterprise vs SMB retention
- Identify highest-value customer segments
Inputs
- Revenue data by customer and month
- Customer data with start dates
- CAC data and time horizon
- Multi-period cohort data
Outputs
- Cohort analysis reports
- NRR by cohort metrics
- Retention curves visualizations
- Benchmark comparisons
- Unit economics summary
- Trend analysis reports
- Cohort retention heatmaps
- LTV/CAC trend charts
- Cohort revenue waterfalls
- Segment comparison charts
Requirements
- Read tool access
- Write tool access
- Glob tool access
- Grep tool access
- Bash tool access
- WebFetch tool access
- Venture capital specialization context
- Business domain data