📱 Mobile has unique metrics — not just 'web metrics on a phone'

PM Mobile App Metrics
(2026 Edition)

8 core mobile metrics, 5 mobile-specific considerations, and 5 diagnostic patterns.

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8 Core Mobile Metrics

Installs

Total installs — top of funnel, driven by store listings and marketing

Install-to-open rate

% of installs who open the app. 60–80% is normal; below signals onboarding issue

DAU / MAU

Daily / monthly active users. DAU:MAU ratio >20% is healthy for consumer apps

Session length

How long users spend per session. Depends on product; not always 'more is better'

Sessions per day

How many times users open the app. High-frequency products live or die on this

Crash rate

% of sessions that crash. <1% is standard bar; >2% drives uninstalls

Uninstall rate

% of installs that uninstall within 30 days. High is a sign of bad first experience

Push notification opt-in

% who accept push. Drops if you ask too early or too aggressively

5 Mobile-Specific Considerations

1.

App update adoption lag — users take weeks to update; plan for old versions in production

2.

Crashes correlate with device — specific Android models often disproportionately crash

3.

Time-to-first-value on mobile is 30–60 seconds — much tighter than web

4.

Store ratings matter — <4.0 star rating kills organic installs

5.

App size affects installs — every 10MB adds friction on slow connections

5 Diagnostic Patterns

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High installs, low opens — store listing problem (misleading or confusing)

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High opens, low D1 return — onboarding problem

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High D1, low D7 — early value problem

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Flat session length — product novelty wearing off

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Crash rate spike — recent deploy issue; roll back or patch fast

FAQ

What DAU:MAU ratio is good?

For daily-use consumer apps (messaging, news, social): >30% is good, >50% is excellent. For weekly-use apps (e-commerce, banking): >15% is good. For monthly-use apps (travel, special-purpose): >8% is good. Match the ratio to your expected usage frequency.

What's the biggest mobile metric PMs ignore?

Crash rate. PMs often fixate on DAU and retention while ignoring a 2% crash rate that's secretly driving uninstalls. A single persistent crash on popular devices can destroy retention for an entire segment. Monitor crash rate as aggressively as DAU; prioritise fixes above new features when crashes exceed 1.5%.

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