Most apps warn about nothing — and the ones that do, warn about this

The large majority of apps carry no advisory at all: only 23.7% flag any mature content, which is why the store skews so heavily to the 4+ badge. Among the apps that do warn, the most common flag is Mature themes, followed by references to alcohol and drugs, profanity, and cartoon violence. The pattern is telling: the store's most frequent "warnings" are the mild, comedic, and stylised kind, not the graphic extremes people usually picture.

The gambling mechanics hiding in plain sight

One cluster deserves its own spotlight: 1,435 apps (2.3% of the store) carry a gambling-related flag — simulated gambling, real gambling, or loot boxes, the randomised paid rewards that function like slot machines. They concentrate overwhelmingly in Games. For a parent handing over a phone, this is the advisory that matters most and is easiest to miss: an app can be rated as broadly acceptable and still be built around a pay-to-spin loop.

Why "the open web" pushes apps to 17+

2,554 apps are flagged for unrestricted web access — and this single advisory is a big reason apps land at 17+ without containing anything mature themselves. A browser, an in-app help link, or embedded web content can technically lead anywhere, so Apple rates the container for the worst the web can offer. It is why a plain utility can share a badge with genuinely adult apps: the rating describes the door, not the room. This is the detail our age-ratings study can only summarise.

The bottom line

Do not stop at the age badge — open the advisories. They tell you whether a "17+" app is mature in content or just carries a web view, and, more importantly, whether a seemingly harmless app hides gambling mechanics or loot boxes. For a child's device, the advisory list is the most honest label the App Store gives you. It is right there on every listing; it just takes one tap to read.