Investigate billing first
high · 76.2% of this app’s 269 negative reviews, against 32.1% typical store-wide.
How it compares
- this app
- 76.2%
- 205 of 269
- its shelf
- 43%
- rivals only
- store-wide
- 32.1%
- typical
Smart Tool Studio
4.62star49,597 ratings
Counted from real App Store reviews · 2026-08-24 · nothing estimated or modelled
Read those two together. Ratings are cumulative, reviews are recent — a 4.62star average beside 81% negative is the finding, not an error.
4.5out of 5
49,605 ratings · Apple’s own count, fetched daily
high · 76.2% of this app’s 269 negative reviews, against 32.1% typical store-wide.
8.2% of this app’s 269 negative reviews, against 10.7% typical store-wide, which is normal for the store.
Limits & caps, Performance, UX, Login & auth, Support all run well below the store’s typical rate.
n = 44. Too thin to act on — we recount weekly.
Accuracy is left out — the theme’s vocabulary is in this app’s own name.
All 12 panel members · 2026-08-24 snapshot.
| App | Ratings | Billing |
|---|---|---|
| 49,597 | 76.2% | |
| 71,057 | 72.5% | |
| 669,472 | 56.8% | |
| 22,368 | 55.6% | |
| 12,075 | 50% | |
| 140,092 | 50% | |
| 94,557 | 25.5% | |
| 160,521 | 19% | |
| 1,426,361 | 18.6% | |
| 2,008 | 10.6% | |
| 28,433 | 7.5% | |
| 6,769 | 7.1% |
Every complaint across qr code scanner, frequency-ranked from real App Store reviews — the gaps nobody on this shelf has fixed.
Read the qr code scanner reportEvery 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.