Butterfly Identifier AI is a mobile utility that uses image recognition to identify butterfly species for nature enthusiasts.
Product velocity
Dormant
Daily rank 🇺🇸
—
Utilities
Sentiment
2.7
3 reviews
Nemesis
Fragmented field
The App DNA
What makes this app unique?
Users hire this app to learn about butterfly characteristics and habitats, but the current paywall prevents them from verifying the AI's accuracy before subscribing.
For Nature enthusiasts, researchers, and hobbyist butterfly watchers.
What does it look like?
Key features
Identifies butterfly species from user-uploaded photos. Revenue link: Premium-tier gate ($4.99/week) restricts results.
Provides scientific classification, wingspan, and habitat data. Revenue link: Premium-tier gate ($4.99/week) restricts content.
Saves identified entries to a history log. Revenue link: Retention loop encourages repeat usage.
How much does it cost?
Subscription model anchored at $4.99 per week, gating core identification and educational features.
Velocity
Dormant developmentopaqueShow more...
Butterfly Identifier AI Bug ID has not received a single update in over 528 days. Given the lack of activity for well over a year, the app is classified as a zombie. There is no evidence of ongoing development, feature additions, or maintenance cycles.
Who built it?
Aleksa Srpsko
2 apps tracked · Utilities
Developer - Create App GuideUser Sentiment
What do users think recently?
Fresh user feedback skews frustrated.
How are ratings & reviews evolving?
What users say, by theme
- Mandatory subscription requirements prevent users from accessing basic functionality within the current app version
1 of 1 recent reviews analyzed · limited sample
Read the full review analysisUnlock 1 user request, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Butterfly Identifier AI Bug ID
How's the Utilities market?
The app currently holds a 2.67 rating from 3 reviews, signaling significant friction with the current monetization model.
Read the market outlookThe rivals identified
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Access the full report for freeThe Analyst's Read
Key takeaways for Butterfly Identifier AI Bug ID
Where is it heading?
The market for nature identification tools is shifting toward freemium models that prioritize user acquisition through accessible core features. Butterfly Identifier AI's current posture is exposed: its rigid paywall and lack of development will likely lead to continued rating erosion and user abandonment in the coming quarters.
- The lack of updates for 17 months signals the product is in maintenance mode, which limits its ability to compete with active rivals.
- Negative sentiment regarding the subscription wall indicates that the current monetization model is actively repelling potential users.
The SWOT
- AI-powered image recognition provides a specialized utility for nature hobbyists.
- Personal collection log creates a potential retention loop for repeat users.
- Implementing a freemium model could lower the barrier to entry and improve conversion.
- Expanding the database to include broader insect species could increase utility.
Next best moves
Pivot to a freemium model because the current paywall is the top complaint → improve conversion
The counter-intuitive read
The app's 17-month development silence is not just neglect…
Read the full takeSince the last report: The app remains in a zombie state with no feature or pricing changes, though the intelligence report now explicitly incorporates the 17-month development silence into the SWOT and outlook assessments.
Bottom line
Butterfly Identifier AI offers a specialized recognition tool, but its restrictive $4.99/week paywall prevents user adoption, so the PM should pivot to a freemium model to allow evaluation before purchase.
Unlock 3 critical frictions, 2 market threats and the analyst’s take.
Access the full report for freeSources
- [1] App Store, source
Report last updated