Are mobile paywalls actually declining, or is that a data artifact?
- By Ali Abouelatta
- n = 730
- Published
- Updated
- 2 min read
- paywall · monetization · pricing · mobile · experiments
Short answer
It is almost certainly an artifact, not a real decline. The labeled paywall share falls from 43.7% of captured apps in 2023 to 28.1% in 2025 source[1], but that drop is a labeling/coverage artifact: the is_paywall flag is NULL on 21,824 of 23,407 canonical screens, and the 2025 corpus expansion added 17,122 mostly-unlabeled screens that dilute the paywall-labeled share source[2]. Do not conclude paywalls are dying - read this as paywall labeling coverage varying by cohort.
Labeled-paywall share fell from 43.7% to 28.1% of captured apps 2023-2025, but is_paywall is NULL on 21,824 of 23,407 canonical screens - a coverage artifact, not a decline (July 2026).
Bar chart · Labeled share
Labeled share — What the raw numbers show - and why not to trust them
One block is about 1.6%
- 2023
- 43.7% [1]
- 2024
- 42.4% [1]
- 2025
- 28.1% [1]
- 2026 (partial)
- 27.4% [1]
What the raw numbers show - and why not to trust them
Share of captured apps with an is_paywall=true canonical screen, by capture year:
Taken at face value this looks like a decline. It is not safe to read that way source[2].
Why it is a labeling artifact
The is_paywall flag is NULL on 21,824 of 23,407 canonical rows - the vast majority of screens are simply unlabeled for paywall status source[2]. The 2025 corpus expansion added 17,122 new canonical screens, most of them unlabeled, which mechanically dilutes the share of screens carrying a positive paywall label source[2]. So the denominator grew with unlabeled screens while the labeled numerator did not keep pace - producing an apparent drop that reflects coverage, not user-facing reality.
How to apply it
Do not cite 'paywalls are declining' from this data. If you need the direction of paywall prevalence, treat this metric as unusable and lean instead on the paywall-adjacent trends that are tag-based and reliable - countdown-timer urgency (10.1% in 2025) and social proof (53.3%) both sit on paywall and pre-paywall screens number[3]. The honest takeaway for a growth PM: labeling coverage is uneven by cohort, so trust tag-based prevalence over the is_paywall flag for time series.
Caveats
This entire page is a caution page: the is_paywall coverage gap (21,824/23,407 NULL) makes the year-over-year labeled share uninterpretable as a real trend source[2]. Prevalence is deduped by distinct company source[1]. Partial-2026 is a thin-capture year and doubly unreliable here source[1].
Real in-market screens
Screens from real, in-market apps, tracked by Lazyweb Research.
Perplexity1206 × 2622opens the full image 
Gentler1206 × 2622opens the full image 
Taco Bell1206 × 2622opens the full image 
Threads1206 × 2622opens the full image
The numbers
| # | Stat | Computed from |
|---|---|---|
| [1] | Labeled paywall share 43.7% (2023, 128/293) -> 42.4% (2024, 169/399) -> 28.1% (2025, 205/730) -> 27.4% (2026 partial, 177/647) | paywall_screen_prevalence_over_time_CAUTION |
| [2] | is_paywall NULL on 21,824 of 23,407 canonical rows; 2025 added 17,122 mostly-unlabeled canonical screens | paywall_screen_prevalence_over_time_CAUTION / smallSampleWarnings |
| [3] | Reliable tag-based comparisons: countdown timer 10.1% (2025), social proof 53.3% (2025) | countdown_timer_prevalence_over_time / social_proof_prevalence_over_time |
Methodology
Universe: 23,407 canonical screens across 809 tracked mobile apps. Method: share of companies captured each year with an is_paywall=true canonical screen. Critical caveat: is_paywall is NULL on 21,824/23,407 rows, so the year-over-year decline is a labeling-coverage artifact, not a real drop; do not publish as 'paywalls declining'.
Sources
- [1]
Lazyweb Research analysis of 809 tracked apps (mobile-app corpus, 23,407 canonical screens), July 2026
Share of companies captured each year with an is_paywall=true canonical screen, deduped by company_name.
- [2]
Lazyweb Research analysis of 809 tracked apps (mobile-app corpus, 23,407 canonical screens), July 2026
is_paywall is NULL on 21,824/23,407 canonical rows; 2025 added 17,122 mostly-unlabeled canonical screens - the apparent decline is a coverage artifact.
Source: Lazyweb Research — proprietary analysis of real, in-market app screens. Cite as Lazyweb Research, 2026-07-07.