Pet Grooming — 0.8% of all ratings are 1–2 star

Read the median here, not the weighted figure. Weighted complaint rate is only 0.8%, because Booksy alone contributes 856,775 ratings at 0.7% and drowns everyone else; the median competitor sits at 10.6%. Median rating count is 298 — even the current leaders have almost no review moat. Nobody owns this market; people just tolerate what exists.

5competitors

687reviews scanned

0.8%complaint rate (all ratings)

10.6%median competitor

4231–2★ in scanned sample

3.64average rating

298median ratings

Why

Three things the numbers actually say

Low frustration

Only 0.8% of 867,640 ratings are 1–2 star. Users broadly tolerate what exists, which removes your main wedge.

Weak incumbents

Median competitor has just 298 ratings — almost no review moat to overcome.

No payment evidence found

We could not verify anyone earning money here. That does not mean nobody is — it means we cannot prove it, so size your bet accordingly.

Good fit: A developer who can talk to groomers and salon owners and ship scheduling + client notes fast.

Bad fit: Anyone who wants to win on features alone — this market needs distribution trust, not feature depth.

Competitors

All 5 apps we scanned in this market

Competitor	Rating	Ratings	Reviews scanned	Complaint rate
Gingr for Pet Parents	2.14	298	165	71.9%
Time To Pet	4.27	237	0	12.9%
PetExec Mobile	2.27	15	22	59.2% thin
Vagaro	4.6	8,992	250	8.2%
Booksy for Customers	4.92	856,167	250	0.7%

Complaint rate = share of that app's total ratings that are 1–2 star, from Apple's published star distribution. It is not computed inside the 687 reviews we scanned — that sample is drawn by Apple’s own review ordering, which skews critical, and would read roughly ten times higher. 1 app(s) marked thin have fewer than 100 ratings in total; their own rate is noisy.

"Ratings" is the app's lifetime App Store rating count — a proxy for how hard it is to displace them. 250 is our per-app review cap.

Complaints

Top 3 complaint categories

Sorted by volume. Percentages are share of the 687 reviews scanned in this market, not of lifetime reviews.

Crashes & Bugs

82 complaints · 19.4% of all · present in 4 of 5 competitors

every time try×4app freezes often×2doggie day care×2terrible slop app×2slow buggy app×2android version neither×1neither one lets×1

What this means for you: Crash monitoring + legacy-device support

Missing Features

32 complaints · 7.6% of all · present in 4 of 5 competitors

hair salon want×2agreement page shows×1multiple daycares multiple×1multiple log ins×1different day care×1making reservation which×1which only lists×1

What this means for you: Turn top missing features into headline selling points

Login Issues

19 complaints · 4.5% of all · present in 4 of 5 competitors

app login needs×1needs work overall×1face id login×1password every time×1making regular things×1things like daycare×1same each time×1

What this means for you: One-tap sign-in; usable without an account

Payment evidence

Does anyone actually make money here?

No payment evidence found. We searched public first-hand revenue reports for this category and could not verify a single one. That is not proof that nobody earns here — it is the absence of proof, and we report those separately because they are different risks. Size your bet accordingly.

Next steps

If you act on this market, do these first

Tackle Crashes & Bugs head-on — 82 complaints (19.4% of all).users keep writing: "every time try", "app freezes often", "doggie day care"
Tackle Missing Features head-on — 32 complaints (7.6% of all).users keep writing: "hair salon want", "agreement page shows", "multiple daycares multiple"
Tackle Login Issues head-on — 19 complaints (4.5% of all).users keep writing: "app login needs", "needs work overall", "face id login"
Check the incumbents yourself before writing code: Gingr for Pet Parents, Time To Pet, PetExec Mobile.Verify these numbers independently — every figure here is reproducible from public App Store data.
Confirm someone pays before building. We found none — treat this as the largest open risk in this market.No verified revenue evidence is not the same as no revenue.

Full report

Everything we extracted from 687 reviews

The summary above covers the top 3 of 11 complaint categories. The full report covers all of them — with every recurring phrase and its count.

All 11 complaint categories with counts and competitor spread
77 recurring phrases, each with how many times it appeared
Differentiation checklist ordered by how much volume it addresses
Complete payment-evidence breakdown
Build-order recommendation
CSV export of this market

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