TLDR Tech / Marketing
How to Tell Whether Your Retention Drop Is a Product Problem or a Timing Problem
Most teams misread retention drops because they skip the diagnosis step and jump straight into product changes. Instead, start by documenting an expected retention range so you can separate normal seasonal behavior from actual product issues. Then segment cohorts by acquisition source to compare referral, paid, and organic users independently instead of relying on blended averages. Finally, trace churn back to the first friction point in the user journey rather than the day users stop returning, since weak onboarding often creates delayed retention problems. The author used this process to estimate that 60% of a retention drop came from December seasonality and 40% came from onboarding friction, then set a measurable goal to improve the four-day streak rate from 3.8% to 6% to 8% in the next launch cycle.
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