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By the numbers

51%

Of Mindbody's 1,274 App Store reviews are one to three stars — most written by clients, not by the businesses paying for it.

22.3%

Of complaints are crashes, glitches and being thrown back to a login screen mid-booking.

How this was measured

Reviews rated one to three stars were collected from the Apple App Store across four English storefronts and from Google Play, deduplicated by review ID. Apps were selected for having a real paid tier, so every complaint comes from someone who had already paid.

Each review was tagged against a 23-theme complaint taxonomy using pattern matching on its title and body. Percentages are computed only over substantive reviews — 60 characters or more — because a review reading “Terrible” carries a rating but no diagnosable complaint and would otherwise deflate every rate.

Two users, one product, opposed interests

Mindbody's low-star reviews are dominated by clients — people who never chose the software and are describing an app their studio forced on them. The business is the paying customer, so the client experience is nobody's priority. But the client is the one who books, and 7.7% of complaints are update regressions or removed features: capabilities that worked, and were taken away.

“The interface started showing me the price for a drop in to my gym, even though I have a membership. I had to click through and tell it to use my subscription.”

Mindbody · 2★ · 47 votes

“It glitches, the main page comes up, then refreshes, 3 times before I have to sign in again. Every time I close and open the app.”

Mindbody · 1★ · 62 votes

“The app is only useful for seeing upcoming meetings and copying a link. What I REALLY wish it had is a way to add date overrides to my schedule.”

Calendly · 3★ · 32 votes

“The search feature used to allow searching for classes without having a location selected. However, now it requires a location.”

Mindbody · 2★ · 39 votes

Complaint themes

ThemeShare
Reliability — crash, freeze22.3%
Missing feature12.9%
Complexity / onboarding6.1%
Ads & upsell pressure5.7%
Billing & cancellation4.8%
Customer support4.1%
Update regression3.9%
Feature removed3.8%

Dissatisfaction by app

Share of App Store reviews rated one to three stars.

App1–3★ shareReviews
Mindbody51%1,274
Acuity Scheduling43%373
Booksy35%1,410
Calendly34%314
Setmore30%621
Vagaro29%471

What this study cannot tell you

Unmatched reviews

41% of substantive reviews were not matched by the taxonomy — idiosyncratic one-off narratives. The miss rate is roughly uniform across apps, so comparisons hold, but every percentage here is a floor rather than a true rate.

Whose voice this is

App store reviews over-represent the daily user. Buyers complain on G2, Capterra and in churn calls; those sources block automated collection and are not represented.

No recency weighting

A complaint from 2021 counts the same as one from last week. Some cited failures may already be fixed.

Uneven store coverage

Some apps are iOS-only in practice, so their low-star share is computed from Apple data alone.