Festival weeks and the lie of a ‘normal’ retention curve
Hari Raya, Chinese New Year, and school holidays bend family-app usage. Ignoring the calendar makes healthy products look broken.
A reading app we reviewed showed a mysterious March dip every year. Marketing blamed content. Caregivers were travelling between hometowns; grandparents took over bedtime without the logged-in parent account.
Annotate before you panic
Mark festival periods, exam weeks, and typical travel windows on retention charts used in Malaysia and Singapore. Compare year-over-year with those annotations visible. Many “crises” shrink.
Product implications
Offer guest or helper modes that do not reset streaks punitively. Streak mechanics imported from fitness apps punish exactly the households parenting apps claim to serve.
When to call us
If board conversations keep circling the same unexplained dip, a scoped Privacy-Sensitive Metrics Audit or full review can separate calendar effects from collection mistakes.