Preparing your team for a retention briefing
What to gather, who to invite, and which questions make a briefing useful instead of a slide review.
Field notes
Practical writing on retention analytics for subscription brands — drawn from engagements, not generic productivity advice.
When cohort charts mislead retention decisions
Three common ways cohort views create false confidence — and how to check them before you change pricing or packaging.
Reading seasonal churn for subscription brands in Thailand
Festival months, school calendars, and tourism cycles shift renewal behaviour — and why comparing January to July without context misleads.
Early cancellation signals hiding in ordinary renewal calendars
How pause requests, support tickets before the billing date, and partial-period usage often appear weeks before a formal cancellation.