Published March 20, 2026 · 201,437 apps analyzed

The Worst-Rated App Categories (And Why)

Not all App Store categories are created equal. We ranked every category by average user rating — and the bottom-dwellers tell an interesting story about user frustration, complexity, and missed opportunities.

Bottom 20 Categories by Average Rating

The chart shows only categories with 100+ apps. Red = below 4.3, yellow = 4.3-4.4, green = above 4.4.

utilities 4.25★ (13,977) business 4.3★ (9,647) navigation 4.3★ (1,728) entertainment 4.32★ (6,949) photo-video 4.32★ (4,832) medical 4.37★ (3,218) productivity 4.39★ (9,101) travel 4.4★ (4,151) news 4.41★ (2,233) finance 4.42★ (6,051) games 4.42★ (24,928) developer-tools 4.43★ (466) education 4.43★ (12,446) lifestyle 4.43★ (9,990) music 4.43★ (4,243) sports 4.43★ (3,559) graphics-design 4.44★ (1,636) social-networking 4.45★ (3,675) book 4.47★ (1,731) reference 4.47★ (3,279)
#CategoryAvg RatingAppsAvg Reviews/App
1utilities4.25★13,9772,875
2business4.3★9,6472,200
3navigation4.3★1,7283,078
4entertainment4.32★6,9498,443
5photo-video4.32★4,8324,095
6medical4.37★3,2183,264
7productivity4.39★9,1012,194
8travel4.4★4,1515,686
9news4.41★2,2336,734
10finance4.42★6,05114,474
11games4.42★24,92817,282
12developer-tools4.43★466156
13education4.43★12,4461,732
14lifestyle4.43★9,9904,309
15music4.43★4,2437,131
16sports4.43★3,5594,161
17graphics-design4.44★1,6361,893
18social-networking4.45★3,67519,483
19book4.47★1,7312,311
20reference4.47★3,2792,359

Why These Categories Struggle

utilities — 4.25★ average (13,977 apps)

With an average rating of just 4.25★ across 13,977 apps, utilities is one of the most frustrating categories for users.

Common complaint themes: search, update, iphone, safari, browser, apple, google, workout

Lowest-rated popular apps: IQ: how SMART am I? (2.26493★, 47,907 reviews), What does MY BIRTHDAY MEAN?! (2.5667★, 40,579 reviews), Find My (2.8193★, 16,552 reviews)

business — 4.3★ average (9,647 apps)

With an average rating of just 4.3★ across 9,647 apps, business is one of the most frustrating categories for users.

Common complaint themes: update, service, good, does, load, pictures, photos, order

Lowest-rated popular apps: DingDing - Redefine Work in AI (1.3707★, 13,291 reviews), Night Owl Connect (1.65966★, 2,806 reviews), Google Device Policy (1.73448★, 2,738 reviews)

navigation — 4.3★ average (1,728 apps)

With an average rating of just 4.3★ across 1,728 apps, navigation is one of the most frustrating categories for users.

Common complaint themes: watch, doesn, maps, apple, ride, calculator, iphone, mode

Lowest-rated popular apps: Garmin Smartphone Link (1.99676★, 925 reviews), CLC Lodging Hotel Locator (2.43387★, 726 reviews), Divvy Bikes (2.35285★, 615 reviews)

entertainment — 4.32★ average (6,949 apps)

With an average rating of just 4.32★ across 6,949 apps, entertainment is one of the most frustrating categories for users.

Common complaint themes: watch, many, anime, adds, season, tried, subscription, would

Lowest-rated popular apps: LIE DETECTOR... FREE! (2.25591★, 96,147 reviews), Burglar Alarm... FREE! (2.63213★, 77,976 reviews), Guitar FREE (2.45251★, 62,872 reviews)

photo-video — 4.32★ average (4,832 apps)

With an average rating of just 4.32★ across 4,832 apps, photo-video is one of the most frustrating categories for users.

Common complaint themes: card, cards, never, order, received, free, money, scam

Lowest-rated popular apps: Screen Mirroring+ App (2.93276★, 11,586 reviews), Sony | Imaging Edge Mobile (1.65424★, 6,600 reviews), FUJIFILM Camera Remote (1.39027★, 3,249 reviews)

The Pattern

The worst-rated categories share common traits:

The Opportunity

Low average ratings = unhappy users = room for disruption. If you're building in any of these categories, you don't need to be revolutionary — you just need to be good. See our disruption opportunities guide for specific pain points to target.

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