Cat Breed Identifier is an AI-powered education app for iOS that identifies fish species from user-uploaded photos.
Product velocity
Maintenance
Daily rank 🇺🇸
—
Education
Sentiment
4.6
50 reviews
Nemesis
Fragmented field
The App DNA
What makes this app unique?
Users hire this app to quickly classify aquatic life and access educational data without manual research, serving the need for instant, low-effort species identification.
For Anglers, marine biologists, and hobbyists interested in identifying and learning about aquatic life.
What does it look like?
Key features
Image recognition algorithm identifies fish species from uploaded photos or camera input
Provides detailed educational information for identified aquatic species
Allows users to import existing images from device gallery for analysis
How much does it cost?
The app is currently listed as free with no explicit subscription or IAP tiers identified in the store metadata.
Velocity
Maintenance developmentopaqueShow more...
The app has been in a maintenance state for the last 210 days, with the latest release providing only generic bug fixes and improvements. Development momentum is minimal, as the app has not received a feature update or content addition in over seven months. The release history suggests a lack of active development or a shift toward a static product state.
Who built it?
Semen Sharyhin
11 apps tracked · Education
Coin Identifier: AI Scan
Tree Identifier: Wood & Leaf 
Spider Identifier: AI Scanner
Sopa de Letras: Crucigrama
TCG Card Scanner Pokemon Value
Sports Card Scanner＋Collector
Words from Words: Crosswords
Ingredient Checker－AI Scanner
Animal Identifier - Nature ID
Water Sort Puzzle - Get ColorUser Sentiment
What do users think recently?
Fresh user feedback skews excited. Users appreciate image recognition technology accurately identifies specific cat breeds and coat patterns for curious pet owners and lighthearted and humorous interface design provides an entertaining experience for casual cat enthusiasts.
How are ratings & reviews evolving?
What users say, by theme
- Image recognition technology accurately identifies specific cat breeds and coat patterns for curious pet owners
- Lighthearted and humorous interface design provides an entertaining experience for casual cat enthusiasts
- Image recognition lacks the granularity to distinguish between specific sub-breeds like Chinchilla Persians
4 of 4 recent reviews analyzed · limited sample
Read the full review analysisCompetition
Competitive landscape for Cat Breed Identifier Pet Scan
How's the Education market?
Cat Breed Identifier maintains a 4.56 rating across 50 reviews on iOS. The absence of recent feature updates suggests a passive market posture that risks losing relevance to more active educational tools.
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 aquatic-education market is consolidating around tools that offer high-granularity identification and community features. Cat Breed Identifier's passive posture leaves it exposed to more active rivals, so the PM must shift to a feature-led roadmap to maintain its current rating baseline.
- The 7-month gap since the last feature update suggests a lack of investment, which will likely lead to declining user engagement over time.
The SWOT
- AI-driven image recognition provides immediate species identification for casual hobbyists
- Educational database offers detailed species information, supporting the app's core utility
- Expansion of the species database to include more granular sub-breed variations could improve user retention
- Integration of community-sharing features could increase daily active usage among hobbyists
Next best moves
Audit image recognition model because users report failure on specific sub-breeds → improve identification accuracy
The counter-intuitive read
The app's current maintenance-mode status is a strategic vulnerability…
Read the full takeSince the last report: The report identifies a pivot in the app's stated market focus toward aquatic education and a more pessimistic outlook regarding its long-term viability due to stagnant development.
Bottom line
Cat Breed Identifier provides a functional identification tool, but the lack of feature updates limits its long-term retention, so the PM should prioritize model accuracy to prevent churn among hobbyists.
Unlock 2 critical frictions, 2 market threats and the analyst’s take.
Access the full report for freeSources
- [1] App Store, source
Report last updated