Fish ID — Photo Identifier
By Arbab Ashraf
Fish ID is a photo-based species identification and catch logging tool for anglers and aquarium hobbyists on iOS.
The App DNA
What makes this app unique?
The app removes the cognitive friction of manual species identification by providing instant AI-driven matches and a digital record of catches.
For Anglers, divers, and aquarium hobbyists seeking to identify species and maintain a digital log of their catches.
What does it look like?
Key features
Identifies freshwater and saltwater fish species from photos with confidence scores; accuracy is gated behind the Pro subscription.
Saves photos, notes, and GPS coordinates to track fishing history, creating a personal database that increases switching costs.
Removes scan limits for Pro subscribers, acting as the primary conversion hook for frequent users.
How much does it cost?
The pricing is anchored by a high-frequency weekly subscription that gates core utility, which is difficult to justify given the lack of recent product updates.
Velocity
Dormant developmentperformanceShow more...
Fish ID has been inactive for 386 days, falling well outside the threshold for active development. The latest release focused exclusively on minor stability improvements and crash fixes. Given the lack of updates for over a year, the app is currently in a zombie state with no evidence of ongoing maintenance or feature expansion.
Who built it?
Arbab Ashraf
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Smart Compass: Qibla & GPSUser Sentiment
What do users think recently?
How are ratings & reviews evolving?
Not enough recent reviews to extract reliable themes yet.
Read the full review analysisCompetition
Competitive landscape for Fish ID — Photo Identifier
How's the Lifestyle market?
Fish ID occupies a niche utility space in the Lifestyle category, but its lack of updates (387 days since the latest release) limits its competitive standing. The $9.99 weekly price point is high for a product with no recent feature investment, creating a value gap compared to more active category participants.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Fish ID — Photo Identifier
Where is it heading?
The market for identification utilities is consolidating around apps that provide frequent model updates and community features. Fish ID is currently exposed due to its stagnant development, and the PM should focus on stabilizing the user base through pricing adjustments before the product loses its remaining relevance.
- The 12-month development gap indicates the app is in maintenance mode, which will lead to user churn as identification accuracy falls behind competitors.
- The high weekly subscription price creates a conversion barrier that, combined with the lack of updates, will accelerate the decline of the active user base.
The SWOT
- AI-driven identification provides immediate utility
- Catch log database increases user switching costs
- Introduce lower-cost monthly/annual tiers to improve conversion
- Implement community-driven data validation to improve accuracy
Next best moves
Pivot pricing to a lower-cost monthly tier because the current $9.99 weekly price is a conversion barrier → improve trial-to-paid conversion
+ 1 more prioritized moveThe counter-intuitive read
The lack of updates is not just a neglect issue…
Read the full takeBottom line
Fish ID is currently in maintenance mode, and its high weekly subscription price is unsustainable without regular feature updates. Pivoting to a more accessible pricing model would address the conversion friction that currently limits the app's growth potential.
Unlock 2 critical frictions, 2 market threats, 1 more prioritized move and the analyst’s take.
Access the full report for freeFAQ
Is Fish ID worth the $9.99 weekly subscription?
How does Fish ID compare to other identification apps?
Are there free alternatives to Fish ID?
Sources
- [1] App Store listing
Report last updated