Reading cancellation notes without chasing every complaint
How Bangkok product teams can group cancellation free-text into retention signals that actually change the roadmap.
Field notes
Guides from live retention work
Short pieces rooted in churn risk conversations, retention signal reviews, and the messy middle of cancellation notes.
Three retention signals that appear before Thai users go quiet
Practical early markers observed across local consumer and SME apps — and how to watch them without drowning in event noise.
When a pricing change should wait for a cohort deep-dive
A short decision guide for product leads weighing a price adjustment against retention risk in Southeast Asian apps.
Preparing your team for a churn risk assessment week
What to gather before an assessment so the first workshop day is spent on judgement, not hunting for files.