Chapter 03 · Retention Almanac
PanelPath research note
paid readers leave a little at a time

Subscribers do not churn; they wander off between chapters.

80% 60% 40% 20% 38% silent month renewal note sent 68% personal note 54% discount note kindness wins early
Renewal-week subscriber retention by outreach style
context spotlight next best