AI Fish Identifier by Picture
By 志勇 杨
AI Fish Identifier by Picture is a camera-based identification tool for 30,000+ fish species, designed for anglers and aquarium hobbyists on iOS.
The App DNA
What makes this app unique?
The app removes the time cost of manual species research during field trips or aquarium maintenance by providing instant biological and care data.
For Anglers, aquarium hobbyists, marine biology students, and outdoor enthusiasts.
What does it look like?
Key features
Camera-based recognition for over 30,000 fish species using photo uploads or live capture.
Provides specific tank requirements including pH, temperature, and species compatibility.
Logs scans with timestamps to track personal catches and aquatic discoveries.
How much does it cost?
Subscription-only model anchored by a 3-day free trial to convert users after initial identification.
Velocity
Maintenance developmentperformanceopaqueShow more...
With two releases over the last 19 days, the app maintains a maintenance-level cadence of approximately 0.11 releases per week. Development is currently focused exclusively on stability and performance, as the latest version and its predecessor lack specific feature disclosures. The publisher provides opaque release notes, offering no insight into potential new functionality or roadmap direction. The current development trend remains stable but limited to minor technical maintenance.
Who built it?
志勇 杨
5 apps tracked · Education
QR Code · Barcode Reader&Maker
DoF: Depth of Field Calculator
Buddha Mantra Pure Version
Space Cleaner-Clean Up StorageUser Sentiment
What do users think recently?
Recent user voice shows a thrilled sentiment. Users appreciate ai-driven image recognition provides instant and precise identification for both freshwater and saltwater fish species and educational content including habitat and trait details adds significant value beyond simple species identification tools.
How are ratings & reviews evolving?
What users say, by theme
- AI-driven image recognition provides instant and precise identification for both freshwater and saltwater fish species
- Educational content including habitat and trait details adds significant value beyond simple species identification tools
- Clean and intuitive interface design allows users to identify fish quickly while out in the field
5 of 5 recent reviews analyzed · limited sample
Read the full review analysisCompetition
Competitive landscape for AI Fish Identifier by Picture
How's the Education market?
AI Fish Identifier by Picture holds a 5.0 rating across 5 reviews in the Education category. The lack of recent feature updates suggests a stable, maintenance-focused position rather than an aggressive growth strategy.
Read the market outlookThe rivals identified
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Access the full report for freeThe Analyst's Read
Key takeaways for AI Fish Identifier by Picture
Where is it heading?
The aquatic identification market is consolidating around tools that offer both identification and community-driven social features. AI Fish Identifier by Picture remains stable due to its accurate recognition engine, but the lack of feature updates will likely lead to user attrition if rivals introduce social or community-sharing capabilities.
- The current maintenance-only release cadence suggests a focus on stability over growth, which risks stagnation against more active competitors.
The SWOT
- AI recognition engine covers 30,000+ species
- Integrated aquarium care data provides utility
- Community catch-sharing features could increase retention
Next best moves
A/B test a limited free-tier identification limit because the subscription-only model is a high barrier → increase top-of-funnel conversion
The counter-intuitive read
The app's maintenance-mode status is a hidden advantage…
Read the full takeBottom line
The subscription-only model restricts AI Fish Identifier by Picture to power users, while the lack of feature expansion leaves the app vulnerable to free, ad-supported rivals. Pivoting to a freemium model would unlock the top-of-funnel growth needed to defend the category position.
Unlock 2 critical frictions, 1 market threat and the analyst’s take.
Access the full report for freeFAQ
Is AI Fish Identifier by Picture free to use?
Does AI Fish Identifier by Picture work for both freshwater and saltwater fish?
What is the difference between this and a free fish identification app?
Is there a way to track the fish I have identified?
Sources
- [1] App Store
Report last updated