Animal Track Identifier is an AI-based wildlife recognition tool for hikers and outdoor enthusiasts on iOS.
Product velocity
Maintenance
Daily rank 🇺🇸
—
Education
Sentiment
2.8
20 reviews
Nemesis
Fragmented field
The App DNA
What makes this app unique?
Users hire the app to quickly identify animal tracks and signs in the field to build practical knowledge.
For Hikers, hunters, campers, and wildlife enthusiasts who require quick identification tools for outdoor field use.
What does it look like?
Key features
Camera-based recognition of animal tracks and scat. Revenue Link: Unlimited scans are gated behind the Premium subscription.
Reference library for species details and habitats. Revenue Link: Advanced content is gated behind the Premium subscription.
Local storage of past identifications. Revenue Link: Retention tool that encourages repeat app usage.
How much does it cost?
The freemium model uses scan volume as the primary conversion gate to push users toward weekly or yearly subscriptions.
Velocity
Maintenance developmentUX improvementsShow more...
The app maintains a maintenance-level cadence, with only one release recorded in the last 46 days. Development is currently focused on minor visual refinements rather than significant feature expansion. There is no evidence of live-ops activity or major feature updates in the recent history. The current release pattern suggests a focus on stability and minor maintenance rather than active growth.
Who built it?
veysel yesilmen
13+ apps tracked · Education
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What do users think recently?
Recent user voice shows an upset sentiment.
How are ratings & reviews evolving?
What users say, by theme
- Users report the app forces repeated payments for features that were already purchased via subscription
1 of 1 recent reviews analyzed · limited sample
Read the full review analysisUnlock 1 more frustration theme, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Animal Track Identifier
How's the Education market?
The app maintains a 2.8-star rating across 20 reviews, signaling that its current monetization model fails to meet user expectations for a utility-focused educational tool.
Read the market outlookThe rivals identified
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Access the full report for freeThe Analyst's Read
Key takeaways for Animal Track Identifier
Where is it heading?
The app's growth is stalled by a monetization model that creates significant user friction. Unless the developer addresses the reported billing errors, the app will continue to suffer from low retention and negative store sentiment, which will eventually limit its discoverability in the Education category.
- Persistent user reports of billing errors in the latest version erode trust, which compounds the rating drag already visible on the store page.
The SWOT
- AI-powered camera recognition provides specialized utility for outdoor field identification
- Expanding the educational library to include offline-first content could improve utility for remote hikers
Next best moves
Audit subscription-restoration logic because users report repeated payment prompts after purchase → reduce negative review volume
+ 1 more prioritized moveThe counter-intuitive read
The app's low rating is not a failure of the AI utility…
Read the full takeSince the last report: The app remains in a maintenance state with no new features, but the analytical focus has shifted toward prioritizing billing stability and offline utility to address user distrust.
Bottom line
Animal Track Identifier provides a useful AI-driven field tool, but the aggressive paywalling of identification results triggers user frustration, so the PM must prioritize fixing the subscription-restoration logic to stabilize the rating baseline.
Unlock 1 critical friction, 1 market threat, 1 more prioritized move and the analyst’s take.
Access the full report for freeSources
- [1] App Store, source
Report last updated