Investigate login & auth first
high · 27.3% of this app’s 110 negative reviews, against 13.2% typical store-wide.
How it compares
- this app
- 27.3%
- 30 of 110
- its shelf
- 13%
- rivals only
- store-wide
- 13.2%
- typical
Shakd, LLC
4.48star3,710 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 4.48star average beside 54% negative is the finding, not an error.
4.5out of 5
3,710 ratings · Apple’s own count, fetched daily
high · 27.3% of this app’s 110 negative reviews, against 13.2% typical store-wide.
elevated · 43.6% of this app’s 110 negative reviews, against 32.1% typical store-wide.
Performance, Support, Limits & caps all run at or below the store’s typical rate.
Ads, Sync & data, UX all run well below the store’s typical rate.
n = 7. Too thin to act on — we recount weekly.
Accuracy is left out — the theme’s vocabulary is in this app’s own name.
All 11 panel members · 2026-08-24 snapshot.
| App | Ratings | Login & auth |
|---|---|---|
| 185 | 33.3% | |
| 3,710 | 27.3% | |
| 25,274 | 23% | |
| 45,027 | 16.7% | |
| 36,477 | 14.8% | |
| 19,220 | 14.1% | |
| 65,372 | 7.3% | |
| 38,485 | 4.5% | |
| 2,017 | 4.4% | |
| 20,969 | 2.8% | |
| 2,255 | 2.6% |
Every complaint across tiktok creator trends analytics and growth, frequency-ranked from real App Store reviews — the gaps nobody on this shelf has fixed.
Read the tiktok creator trends analytics and growth 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.