Focused Study
Churn Pattern Analysis
Isolate why subscribers leave — by plan tier, tenure band, acquisition channel, and payment path — when a full quarterly report is more than you need right now.
Discuss churn scope
Scope
We map exit events across a defined window (typically 6–12 months), decompose voluntary from involuntary disconnects, and trace common predecessor behaviors — plan downgrades, payment retries, support contacts where available in aggregate form.
Deliverables
- Churn rate tables by segment and rolling window
- Cohort survival curves with confidence bands
- Top five exit pathways with subscriber counts
- Written findings memo (15–20 pages)