Investigate accuracy firstextreme
17.1% here · 1.7% in its market · 1.5% store-wide.
SnapCal: AI Calorie Counter
DENZAM INC
4.82star12,557 ratings
5 decisions.
Shares of this app’s 41 recent negative reviews.
Watch billingelevated
46.3% here · 51.4% in its market · 30.8% store-wide.
Watch sync & data. Recount before actinghigh
2.4% here · 1.3% in its market · 0.9% store-wide.
n = 1. Too thin to act on. We recount weekly.
Watch supportelevated
12.2% here · 6.1% in its market · 7.8% store-wide.
Watch UX. Recount before actingelevated
7.3% here · 6.7% in its market · 4.9% store-wide.
n = 3. Too thin to act on. We recount weekly.
Read those two together. Ratings are cumulative, reviews are recent. A 4.82star average beside 59% negative is the finding, not an error.
Ratings.
12,567 ratings · Apple’s own count, fetched daily
5star11,322
4star671
3star294
2star67
1star213
The market in numbers
All 11 panel members · 2026-09-02 snapshot.
| App | Ratings | Accuracy |
|---|---|---|
 SnapCal: AI Calorie Counter | 12,557 | 17.1% |
 NerdWallet: Smart Money App | 124,978 | 2.7% |
 Rocket Money - Bills & Budgets | 389,866 | 2.1% |
 Cronometer: Calorie Counter | 97,950 | 1.8% |
 Subscription Manager - Bills | 1,661 | 0% |
 Subscription Tracker | 257 | 0% |
 Subscription & Bills: Subtrack | 191 | 0% |
 Subscription Manager: Orbit | 119 | 0% |
 MonoBoost Cancel Subscriptions | 5,292 | 0% |
 Feenko: Cancel Subscriptions | 1,007 | 0% |
 SubPilot: Cancel Subscriptions | 4,667 | 0% |
Counted from real App Store reviews · 2026-09-02
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 market 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.