Butterfly Identifier is an AI-powered insect and spider recognition tool for nature enthusiasts on iOS.
The App DNA
What makes this app unique?
Users hire the app to identify species in the field, but the subscription-gated scan volume prevents the app from becoming a daily-use utility.
For Nature enthusiasts, researchers, and curious individuals interested in identifying and learning about insect species.
What does it look like?
Key features
AI-based image recognition for butterflies, spiders, and insects via camera or uploaded photos.
Platform for sharing observations and interacting with other nature enthusiasts.
How much does it cost?
Monetization relies on a subscription model that gates usage volume and removes ad interruptions.
Velocity
Maintenance developmentperformanceopaqueShow more...
Butterfly Identifier currently operates on a maintenance cadence, with only one release recorded in the last 112 days. The development trend is stagnant, as the latest version provided no new features or content, focusing exclusively on generic bug fixes. Given the lack of updates or live-service elements, the app appears to be in a long-term support phase. The last update occurred on April 22, 2026.
Who built it?
Zain ul Abdin
7 apps tracked · Education
Room Temperature + Thermometer
Health Monitor: BP & Sugar
AR Draw Sketch, Trace & Paint
GPS Speedometer Speed Tracker
Spiders Identifier by Photo ID
AI Signature Maker: Sign PDFUser 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 Butterfly Identifier
How's the Education market?
Butterfly Identifier operates in the Education category with a 1.0-star rating on the App Store. The lack of recent updates (112 days since last update) and low rating suggest a failure to meet user expectations for identification accuracy.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Butterfly Identifier
Where is it heading?
The nature-identification market is consolidating around free, ad-supported tools that prioritize user-generated data. Butterfly Identifier's current trajectory is declining due to its restrictive monetization and lack of product updates, which will likely result in further loss of market share to free alternatives.
- The 112-day update gap indicates maintenance-mode status, which prevents the app from competing with more active, feature-rich identification tools.
- The 1.0-star rating suggests that the core identification engine fails to meet user expectations, leading to rapid churn and poor store visibility.
The SWOT
- AI-based identification engine provides a functional baseline for insect and spider recognition.
- Integrated community platform offers a potential network-effect mechanism for nature enthusiasts.
- Expansion of the knowledge base to include regional habitat data could increase utility for researchers.
- Gamification of species collection could improve retention beyond the initial identification scan.
Next best moves
Pivot to a free-tier model for basic identification because the current subscription gate prevents user acquisition → increase daily active usage.
+ 1 more prioritized moveThe counter-intuitive read
The app's low rating is a strategic advantage for a competitor…
Read the full takeSince the last report: The app's competitive position has declined due to the surfacing of a 1.0-star rating and a more critical assessment of its failure to compete with free alternatives.
Bottom line
Butterfly Identifier provides a basic identification utility, but its subscription-gated model and lack of recent updates stifle user growth, so the PM should prioritize a free-tier expansion to build the community base before attempting to scale monetization.
Unlock 3 critical frictions, 2 market threats, 1 more prioritized move and the analyst’s take.
Access the full report for freeSources
- [1] App Store, source
Report last updated