Cat Breed Identifier: Pet Scan is a camera-based utility for identifying cat breeds and accessing care facts on iOS.
Product velocity
Dormant
Daily rank 🇺🇸
—
Utilities
Sentiment
4.4
849 reviews
Nemesis
Fragmented field
The App DNA
What makes this app unique?
Users hire the app for quick breed identification, but the current paywall prevents them from validating the tool's accuracy before purchase.
For Cat owners and enthusiasts seeking breed identification and care information.
What does it look like?
Key features
Camera-based identification of 80 cat breeds; primary conversion lever for premium access.
Reference library for health and temper facts; gated behind premium subscription.
Logs identification results; retention tool for repeat usage.
How much does it cost?
Subscription-first model with multiple durations, anchored at $12.99/year.
Velocity
Dormant developmentopaqueShow more...
The app has reached a zombie state, with no updates or feature releases in over 439 days. The last recorded activity was a minor maintenance release in May 2025. There is no evidence of active development or ongoing support for the platform.
Who built it?
DREAMTEAM APPS sp. z o.o.
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Sticker Maker - Emoji StickersUser Sentiment
What do users think recently?
Fresh user feedback skews upset. Users appreciate the visual interface design is described as bright and accessible for users navigating the app.
How are ratings & reviews evolving?
What users say, by theme
- The visual interface design is described as bright and accessible for users navigating the app
- The breed identification algorithm provides inconsistent and inaccurate results even when scanning the same subject
42 of 42 recent reviews analyzed · high confidence · Upset overall
Read the full review analysisUnlock 2 more frustration themes, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Cat Breed Identifier: Pet Scan
How's the Utilities market?
The app occupies a niche utility space with a 4.43 rating across 849 total ratings. The lack of updates for over a year suggests a stagnant market position relative to more active competitors.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Cat Breed Identifier: Pet Scan
Where is it heading?
The utility category is consolidating around apps that provide immediate, free value before gating advanced features. Cat Breed Identifier: Pet Scan is exposed due to its rigid paywall and lack of recent updates, so the PM must introduce a free-scan tier to prevent total churn to more active rivals.
- The lack of updates for 14 months suggests the developer has deprioritized the app, which will likely lead to further rating erosion as competitors iterate.
The SWOT
- Bright, accessible interface design sustains initial user engagement during the onboarding flow
- Unlocking limited free scans could improve conversion by allowing users to verify accuracy before purchasing
Next best moves
Pivot to a freemium model by offering limited free scans because users report frustration at being forced to pay before testing → improve conversion and reduce negative sentiment.
The counter-intuitive read
The app's maintenance-mode status is a defensive advantage…
Read the full takeSince the last report: The app remains in a stagnant, maintenance-mode state, with analytical updates focusing on the strategic implications of its low-effort, high-margin business model.
Bottom line
Cat Breed Identifier: Pet Scan relies on a high-friction paywall that alienates users before they can verify the app's utility, so the PM should pivot to a freemium model that allows limited free scans to build trust and reduce refund requests.
Unlock 2 critical frictions, 1 market threat and the analyst’s take.
Access the full report for freeSources
- [1] App Store, source
Report last updated