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Cleaner: AI Phone Cleanup Tool

CHEESEJOY LIMITED

4.37star10,769 ratings

UtilitiesDuplicate photo cleaner app shelf$4.99–$59.99 · 10 tiersUpdated Jul 2, 2026
Biggest complaint · Billing
41.5%
22 of 53 negatives · store typical 32.1%
Recent reviews negative
45%
its 9 shelf rivals run 56% · 117 reviews held

Counted from real App Store reviews · 2026-08-24 · nothing estimated or modelled

Cleaner: AI Phone Cleanup Tool — App Store screenshot
Cleaner: AI Phone Cleanup Tool — App Store screenshot
Cleaner: AI Phone Cleanup Tool — App Store screenshot
Cleaner: AI Phone Cleanup Tool — App Store screenshot

Read those two together. Ratings are cumulative, reviews are recent — a 4.37star average beside 45% negative is the finding, not an error.

Ratings.

4.5out of 5

10,776 ratings · Apple’s own count, fetched daily

5star7,063
4star1,880
3star1,016
2star345
1star472

4 decisions.

01

Watch billing

elevated · 41.5% of this app’s 53 negative reviews, against 32.1% typical store-wide.

How it compares
this app
41.5%
22 of 53
its shelf
43.6%
rivals only
store-wide
32.1%
typical
02

Watch limits & caps — recount before acting

elevated · 3.8% of this app’s 53 negative reviews, against 2.8% typical store-wide.

n = 2. Too thin to act on — we recount weekly.

How it compares
this app
3.8%
2 of 53
its shelf
1.6%
rivals only
store-wide
2.8%
typical
03

Ads is at typical — skip it

9.4% of this app’s 53 negative reviews, against 10.7% typical store-wide, which is normal for the store.

How it compares
this app
9.4%
5 of 53
its shelf
10.8%
rivals only
store-wide
10.7%
typical
04

Protect login & auth and accuracy

Login & auth, Accuracy all run well below the store’s typical rate.

n = 5. Too thin to act on — we recount weekly.

How it compares
  • Login & auth1.9% of 53 · shelf 2.4% · store 13.2%
  • Accuracy7.5% of 53 · shelf 7.5% · store 11.5%

Performance is left out — the theme’s vocabulary is in this app’s own name.

The shelf in numbers

All 10 panel members · 2026-08-24 snapshot.

The whole shelf, counted

Every complaint across duplicate photo cleaner app, frequency-ranked from real App Store reviews — the gaps nobody on this shelf has fixed.

Read the duplicate photo cleaner app report
How this is counted

Every number is arithmetic over the reviews we hold, re-counted weekly — nothing modelled, nothing scored. Themes come from a frozen pattern classifier rather than a model reading reviews, so the same review always lands in the same bucket. Shares are of this app’s own recent negative reviews; the shelf figure is its rivals with this app excluded. The graded words have fixed cutoffs against the store’s typical rate: elevated from 1.15, high from 2, extreme from 3.5 times it. The page says what is broken and how it compares — never how to fix it, and never whether this app can win.