Data Study · Original research

The Maturity Drift

Has the App Store quietly aged up, skewing toward mature content ratings as the years pass?

Original research by AppWanderer, computed from a sample of 1,064,529 public App Store listings drawn from our index — every figure here is calculated, never estimated. See our editorial standards and glossary.

Summary

Yes, and the shift is sharp. The 17+ share of the App Store catalog sat between 8.4% and 9.9% for most of 2010 through 2017, then broke out of that range and kept climbing until it hit 21.4% in 2023, a level this data has never shown in a single year before. That's a snap, not a drift. The apps-for-everyone tier (4+) moved the other way, falling from a peak of 80.6% in 2014 down to 68.2% in 2023. Watching those two trends move in opposite directions, you can tell the catalog's makeup genuinely changed, rather than one rating bucket just generating noise.

Look at individual categories and you can see where this drift piles up. Medical (45.7%) and Social Networking (40.0%) carry 17+ ratings at rates way above everything else, while News, Shopping, Entertainment, Magazines & Newspapers, Business, Food & Drink, Health & Fitness, and Lifestyle cluster somewhere between 17.4% and 22.2%. Line up apps built before 2015 against those built in 2015 or later and the structural change is hard to miss: the 17+ share rose from 8.8% to 14.6% across those two groups. The older cohort's 17+ rate comes in at only 60.4% of the newer cohort's rate, and that gap is too wide to write off as ordinary year-to-year noise.

21.4%
17+ share of apps released in 2023
68.2%
4+ share of apps released in 2023 (down from 80.6% in 2014)
45.7%
Medical category 17+ share since 2018
14.6%
17+ share among apps released 2015 or later, vs 8.8% before 2015

The 17+ line was flat for seven years, then it wasn't

From 2011 through 2017 the 17+ share basically sits still: 9.0%, 8.4%, 8.7%, 8.9%, 9.7%, 9.6%, 9.5%. That's a one point band held for the better part of a decade, which is what you'd expect once a review process settles into routine. Then things start moving: 2018 reaches 10%, 2019 hits 10.2%, 2020 rises to 10.6%, 2021 to 11.6%, 2022 to 13.6%, and 2023 jumps to 21.4%. Each year's increase is bigger than the last one, so this reads as an accelerating trend, not a one off correction. The 2023 number is more than double the 2012 low of 8.4%. Maybe categories added mature content disclosures, maybe user generated content apps started defaulting to stricter ratings, or maybe Apple just tightened its review guidance. Whatever's behind it, the effect kept compounding instead of flattening out. Anyone tracking catalog composition should treat 2023 as a structural break, not noise you can average away.

Figure 01 · The 17+ line was flat for seven years, then it wasn'tComputed from the live index

The all-ages tier gave up twelve points since its peak

The 4+ share peaked at 80.6% back in 2014, then it was downhill from there: 78.5% in both 2015 and 2016, 78.3% in 2017, more or less flat through 2019, then 77.5% in 2020, 76.9% in 2021, 75.1% in 2022, and finally 68.2% in 2023. That drop from 75.1% to 68.2% in just one year is the sharpest single-year move you'll find anywhere in this dataset, up or down. It lines up almost exactly with the steepest rise in the 17+ line, and that kind of overlap isn't a coincidence; the two are moving together, not independently. The math between these two tiers never fully closes, of course, since 12+ and 9+ ratings are sitting in there too, soaking up part of the difference. Still, the direction is obvious once you look at it: the slice of apps anyone can open is shrinking, and the latest year on record shows it shrinking faster than ever. The App Store built its reputation on being safe territory for kids, and losing almost 12 points of all-ages share since 2014 is a pretty clear sign that reputation no longer fits.

Figure 02 · The all-ages tier gave up twelve points since its peakComputed from the live index

Before 2015, the catalog was overwhelmingly built for everyone

Pull up every app that launched before 2015 and the breakdown settles at 79% rated 4+, 9.1% rated 12+, 8.8% rated 17+, and 3.1% rated 9+. Pretty much everything else in this study gets weighed against that 79% baseline. The 17+ share, 8.8%, lines up well with where the yearly series put it for most of the early 2010s, so two different slices of the data agree with each other. The older notation, +4, +12, and +17, almost never shows up in this cohort, which tells you the rating scheme itself used to be a lot more consistent. This group basically functions as the control for the whole study: mature content stays a minor concern, under one in eleven apps, and roughly four out of five carry a rating meant for everyone.

Figure 03 · Before 2015, the catalog was overwhelmingly built for everyoneComputed from the live index

2015 onward, 17+ nearly doubled its share of the mix

Look at apps released in 2015 or later and the split comes out to 74.6% rated 4+, 14.6% rated 17+, 7.9% rated 12+, and 2.8% rated 9+. Stack that against the pre-2015 numbers and the 17+ share jumps from 8.8% to 14.6%, while 4+ slides from 79% down to 74.6%. The 12+ and 9+ tiers shrink too, just not by as much (9.1% down to 7.9%, and 3.1% down to 2.8%). What that tells us is that the 17+ growth isn't coming from one place, it's pulling share away from every tier around it. The old legacy labels (+4, +17, +12, +9) still sit at or near zero in this group, which just confirms the rating system itself hasn't changed, only the apps filling it have. With 17+ at 14.6%, that's roughly one in seven apps released since 2015 carrying a mature rating, versus roughly one in eleven before that point. So if anyone wants to know whether the App Store has skewed more mature over time, this is the number to point to. Cohort by cohort, yes, it has.

Figure 04 · 2015 onward, 17+ nearly doubled its share of the mixComputed from the live index

Medical and Social Networking are in a league of their own

Since 2018, 45.7% of Medical apps have carried a 17+ rating, with Social Networking not far behind at 40.0%. Every other category in the top ten lands somewhere between 17.4% (Lifestyle) and 22.2% (News), a full 18 points below Social Networking and nearly 24 points below Medical. That gap is really the whole story. There's no gentle slope here. What you've got is two outliers sitting well above a tight cluster of everyone else. Medical's number starts to make sense once you think about how often health apps deal with clinical content, prescription details, or body-related material that trips conservative rating defaults. Social Networking's 40% takes a bit more digging: user-generated content, messaging, and the sheer impossibility of pre-screening everything someone might post all push platforms toward defensive 17+ labeling. News at 22.2%, Shopping at 21.6%, and Entertainment at 20.9% form a second tier, where mature content pops up fairly often but never really takes over. The maturity drift stays concentrated in those two categories. It just doesn't spread evenly across the rest.

Figure 05 · Medical and Social Networking are in a league of their ownComputed from the live index

The before-and-after ratio says this is a real regime change

Apps that came out before 2015 land at a 17+ rate of 8.83%. Push the window to 2015 onward and that number climbs to 14.62%, which puts the older figure at just 60.4% of the newer one. Rounding doesn't explain a gap that size. The recent batch simply carries more mature content, and that's not chance at work. Looking at the two eras side by side also cancels out a lot of the noise hiding in the year-by-year numbers, leaving one real question: did the catalog's structure actually shift between the before and after groups? It did, and the margin is wide enough that no single weird year could be dragging the average around. Throw in the jump to 21.4% in 2023 and the pattern comes into focus, a slow build that started well before 2015 and then kicked into a much faster gear in the latest data. Anyone forecasting off this catalog should treat 14.62% as the going baseline. That old 8.83% figure belongs to a store that doesn't exist anymore.

The bottom line

For ten years the App Store's 17+ share barely moved, then it finally broke loose, rising from 8.4% in 2012 to 21.4% in 2023. Medical apps are out in front at 45.7%, with Social Networking not far behind at 40.0%, while News, Shopping, and Lifestyle sit lower, somewhere in the high teens to low twenties. The same split shows up when you look at release dates: apps launched since 2015 carry a 17+ rating 14.6% of the time, against just 8.8% for apps that came out before then. Worth keeping an eye on whether Medical and Social Networking stay in the lead, or whether the growth starts spilling into that second tier of categories.

Carried over from an earlier study

These findings first appeared in The Rating Creep (published 24 Oct 2026), which we have retired: its launch-year series ended at 2019, and its conclusion that the 17+ share rose only modestly is superseded by the analysis above. The 2 findings below do not depend on that conclusion, so we kept them. Their figures were computed on 24 Oct 2026 and are not recomputed. See the corrections log.

Warnings flatlined while the content shifted

You'd think warning labels on apps would climb right alongside the rise in mature content. They didn't. The average number of advisories per app rose to 0.6 in 2009 from 0.3 in 2008, slipped back to 0.5 for 2010 and 2011, then sat at 0.4 for every launch year from 2012 through 2019. Eight years, and the number never budged. Meanwhile the 17+ share grew from 8.4% in 2012 to 10.2% in 2019, while the density of explicit warnings per app stayed frozen the whole time. Apple's advisory categories probably locked into place early on, so apps keep landing in the same handful of buckets no matter how mature the catalog gets around them. It's also possible developers of newer mature apps lean on the 17+ rating to do the heavy lifting, listing fewer individual advisories since the rating itself already says enough. Whatever's driving it, you can't judge how risky an app is just by counting its advisories. That count hasn't moved in eight years, even though the thing it's supposed to measure clearly has.

Figure 06 · Warnings flatlined while the content shiftedComputed from the live index

The legacy '+17' tag is priced like a premium product. The real 17+ tier isn't

Only 152 apps in the App Store carry the '+17' tag, a tiny sliver of the catalog, yet they average 4.0 in price, the highest of any tier we looked at. The standard 17+ tier is a different animal entirely: 148,061 apps, averaging just 1.0. That's actually cheaper than 4+ at 0.9 (17+ only just clears it), and it falls well short of 9+ at 1.6 and 12+ at 1.3. Mature content simply doesn't command a premium in today's market. Developers park 17+ apps near the bottom of the price scale instead of charging more for restricted content. Then there's '+9', averaging 0, and '+12', averaging 0.3, small legacy buckets that act nothing like their modern counterparts (9+ at 1.6, 12+ at 1.3). The gap between '+17' at 4.0 and 17+ at 1.0 probably has more to do with app age or an older monetization era than any real pricing logic around mature content today. If you're building a pricing strategy around content rating, here's the lesson: a 17+ label doesn't buy you room to charge more. If anything, it lines up with charging less.

Figure 07 · The legacy '+17' tag is priced like a premium product. The real 17+ tier isn'tComputed from the live index

Method & limitations

How this was made: this study is computed across 1,064,529 apps carrying the public App Store metadata it needs, drawn from our live index of 1,083,718 tracked apps, and is recomputed on a schedule. It is a large, representative sample of the store rather than every app in existence, and the figures shift over time as the store changes.

  • Public metadata only. These figures come from what apps publicly list in the App Store. Downloads, revenue, retention and in-app subscription pricing are not visible to us — we name them, and we never estimate them.
  • A large sample, not a census. The study runs across a representative slice of the store rather than every app in existence, so figures move as the store and our index change.
  • Recomputed, not frozen. Numbers are recalculated on a schedule; a figure quoted elsewhere may differ from the one shown here after the next rebuild.
  • No estimates or third-party numbers are used.

Common questions

Is the 2023 jump to 21.4% 17+ share a one-year fluke?

Doesn't look like it. The climb was already accelerating before 2023: 11.6% in 2021, 13.6% in 2022, then 21.4%. Each prior year had already beaten the one before it, so 2023 continues a pattern rather than breaking from a flat line.

Which category should I watch if I'm tracking mature-content growth?

Social Networking and Medical, by far. At 40.0% and 45.7% 17+ share since 2018, they sit 18 to 24 points above every other category in the top ten, including News at 22.2% and Shopping at 21.6%.

Does the falling 4+ share mean the store has fewer kids' apps?

It means the all-ages tier's share of the catalog dropped from 80.6% in 2014 to 68.2% in 2023. That's a share of the whole catalog, not a count, so it reflects the mix shifting toward other rating tiers, especially 17+, rather than necessarily fewer all-ages apps in absolute terms.

How much higher is the recent cohort's 17+ rate than the old cohort's?

The old cohort's 8.83% 17+ rate is only 60.4% of the recent cohort's 14.62% rate. That ratio, taken straight from the data, is the cleanest evidence that the shift is structural rather than a quirk of any single year.

Data & citation

Original data from AppWanderer. The figures are licensed CC BY 4.0: free to cite, quote and reuse, including the charts, with credit and a link back to this page.

AppWanderer. “The Maturity Drift.” https://appwanderer.com/studies/the-maturity-drift (data updated 2 Nov 2026).

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Dor Bass
Author
Dor Bass

Builds and maintains the index behind AppWanderer. Writes the studies and sets the qualifying rules behind every ranking board.