Bug Identifier: Butterfly ID is an insect identification and biodiversity tracking tool for naturalists and students on iOS.
The App DNA
What makes this app unique?
Users hire the app for instant species identification and safety verification in the field, replacing the need for physical field guides.
For Nature enthusiasts, students, researchers, and naturalists interested in entomology and biodiversity tracking.
What does it look like?
Key features
Image-based identification of insects using an internal database.
Visualization of scanned insect locations to track findings.
Platform for connecting with other naturalists to share findings.
How much does it cost?
The app is currently free to use with no visible subscription or IAP gates.
Velocity
Maintenance developmentperformanceUX improvementsShow more...
The app ships approximately 0.08 releases per week, placing it firmly in the maintenance tier. Development is currently focused on performance and stability, with the latest release providing engine upgrades and bug fixes. There is no evidence of new content or live operations, and the release cadence has remained stagnant over the analyzed period. The development trend is stable but minimal, with no significant feature updates identified in the recent history.
Who built it?
Andrei Ivanou
3 apps tracked · Education
AI卡路里計算器：CalPack
Mushroom identifier: Fungi AIUser Sentiment
What do users think recently?
Recent user voice shows a thrilled sentiment. Users appreciate image recognition engine identifies insect species with high accuracy even for rare specimens and safety information regarding dangerous species provides immediate value for parents and outdoor enthusiasts.
How are ratings & reviews evolving?
What users say, by theme
- Image recognition engine identifies insect species with high accuracy even for rare specimens
- Safety information regarding dangerous species provides immediate value for parents and outdoor enthusiasts
- Gamified collection map encourages users to explore and document local insect populations
- Interface layout feels cluttered and requires a learning curve for new users
7 of 7 recent reviews analyzed · limited sample · Thrilled overall
Read the full review analysisUnlock 2 more frustration themes and 1 user request, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Bug Identifier: Butterfly ID
How's the Education market?
The app maintains a 4.84-star rating across 32 reviews, indicating high user satisfaction with its core identification utility. However, the lack of recent feature updates suggests a maintenance-mode posture that risks losing ground to more active competitors.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Bug Identifier: Butterfly ID
Where is it heading?
The biodiversity-tracking market is shifting toward social-sharing and community-led discovery. Bug Identifier: Butterfly ID remains in maintenance mode, which risks losing the current user base to more active, feature-rich competitors that prioritize social-sharing and faster identification flows.
- Slow loading times in the field interrupt the identification flow, which erodes the daily active habit for outdoor users.
- High identification accuracy for garden insects keeps the current user base engaged despite the lack of major feature updates.
The SWOT
- High-accuracy identification engine for garden insects sustains user trust
- Instant safety warnings for dangerous species provide immediate value for parents
- Gamified collection map drives repeat outdoor exploration
- Implement social-sharing exports to satisfy top user requests
- Develop B2B partnerships with schools for educational biodiversity tracking
Next best moves
Simplify interface layout because cluttered design is the top frustration theme -> reduce churn
+ 1 more prioritized moveThe counter-intuitive read
The app's maintenance-mode status is a strategic risk…
Read the full takeSince the last report: The app's strategic direction has pivoted toward UI simplification and B2B school partnerships, while the competitive outlook has become more critical of its maintenance-mode status.
Bottom line
Bug Identifier: Butterfly ID retains users through high-accuracy identification and safety utility, but the cluttered interface and slow field performance threaten long-term retention, so the PM should prioritize UI simplification and export features to drive social growth.
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