Reading a week of sessions without drowning
Thirty sessions, or three days of traces, is enough to test an inventory. More is usually repetition, not wisdom.
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Short pieces on in-app engagement: taps versus intention, first-open stories, event names that survive a quarter, onboarding drop-off, and reading a week of sessions.
These notes come out of reviews in Kuala Lumpur. They are not product announcements.
What onboarding drop-off usually is not
A steep leave after onboarding is often a permissions sheet, a store login, or a second identity prompt — not a verdict on the product’s purpose.
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Names that a new teammate can still read
Event names rot when they describe a mood. A naming session in KL rewrote a clinic stepper so next quarter’s hire would not guess.
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First-open is a poor engagement story
First-open tells you the app launched. It does not tell you whether anyone stayed with a task after the splash.
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A tap is not yet an intention
In-app engagement analytics goes wrong when every tap is treated as a decision. A grocery preview and a bag are different acts.
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