A rise in paid-install share does not measure incremental demand

Analysis

By Isaac Turner, Measurement Editor2 min read

View author profile
Editorial collage hero (teal-navy): RISE PAID INSTALL. SHARE MEASURE INCREMENTAL

The denominator matters before a share-change claim becomes a budget recommendation.

AppsFlyer reports a 10% year-on-year rise in paid-install share. The wording describes a share change; it should not be silently rewritten as ten percentage points. Source and methodology.

Keep attributed share apart from causality

A paid-install share can change because paid installs increase, organic installs fall, attribution rules change, or the sampled app mix changes. Those are analytical possibilities, not claims that any one of them explains this report. The public summary alone does not identify the contribution of each mechanism.

Our recommendation is to display both the numerator and denominator in an internal comparison. Preserve the definition of paid, treatment of reinstalls and relevant attribution settings. A ratio can appear stable while both underlying counts move substantially, or change sharply while the absolute paid count barely moves.

Ask a narrower budget question

The full report’s public introduction establishes a gaming study, not an experiment in switching paid media on and off. The observed share therefore cannot by itself tell a studio how many additional players its next pound of spend will create.

A better use is to investigate dependence: how much of your observed install flow is currently assigned to paid channels, and how sensitive is the business to that flow? Use a separately designed incrementality study for the causal question. The evidence card leaves the missing weighting and baseline fields visible instead of converting a headline into a universal paid-to-organic target.

Inspect the evidence

Download the source-population and comparability card. The extraction separates documented facts from our analysis and unknowns.

Reference table
FieldEvidence or limit
Report / publisherState of Gaming for Marketers 2026 — release and methodology / AppsFlyer
Period2025
Population9,600 gaming apps; 24.8 billion installs, including 14.1 billion paid
Metric under reviewReported 10% year-on-year increase in paid install share
AggregationVendor aggregate; detailed weighting unknown
Critical limitThe public release does not provide the matched-panel weighting or the starting share needed to interpret the reported change fully.
Comparable withA studio series with consistent attribution and an explicit total-install denominator
Not comparable withAn unmatched game, period, metric definition or acquisition mix

Further reading in the existing archive: Attribution is an allocation rule, not a truth; How to Read AppsFlyer's Annual Gaming Benchmarks Report. These links provide background; this check does not independently verify their full contents.

Featured

Related posts

Retention percentile charts for F2P: what GameAnalytics-style cuts miss

market intelligence

measurement

·

1 min read

Retention percentile charts for F2P: what GameAnalytics-style cuts miss

Sensor Tower’s $82 billion figure is an IAP measure

market intelligence

measurement

·

2 min read

Sensor Tower’s $82 billion figure is an IAP measure

The 52 billion download headline crosses platforms

market intelligence

measurement

·

2 min read

The 52 billion download headline crosses platforms

One casual-gaming report contains several data populations

market intelligence

measurement

·

2 min read

One casual-gaming report contains several data populations

More from the Market Intelligence desk

Lunar New Year UA gates from an official calendar, not a CPI myth

market intelligence

media buying

·

1 min read

Lunar New Year UA gates from an official calendar, not a CPI myth

WeChat Mini Games upgrades 2026 IAP / virtual-payment incentives for debut titles

market intelligence

media buying

·

2 min read

WeChat Mini Games upgrades 2026 IAP / virtual-payment incentives for debut titles

WeChat Mini Games IAA incentives from 20 August 2026: 3-minute lifetime, 180-day option

market intelligence

media buying

·

2 min read

WeChat Mini Games IAA incentives from 20 August 2026: 3-minute lifetime, 180-day option

Ramadan: creative hours and store localisation checks

creative strategy

market intelligence

·

1 min read

Ramadan: creative hours and store localisation checks