Dog Breed Identifier & Scanner is a reference utility for identifying insects and dog breeds via AI image recognition on iOS.
Product velocity
Dormant
Daily rank 🇺🇸
—
Reference
Sentiment
4.4
31 reviews
Nemesis
Fragmented field
The App DNA
What makes this app unique?
Users hire the app to satisfy curiosity about their surroundings through instant species identification and follow-up Q&A, so the value depends entirely on the accuracy of the underlying AI model.
For Nature enthusiasts, students of entomology, and parents seeking educational tools.
What does it look like?
Key features
Image recognition engine identifies insect and bug species from user-uploaded photos; expands ad-impression inventory.
Conversational interface allows users to ask specific questions about identified species.
Gamified tracking of identification milestones; encourages repeat scanning sessions to increase ad-inventory.
How much does it cost?
The app operates as a free utility with no visible subscription or IAP gates.
Velocity
Dormant developmentnew contentperformanceShow more...
The app has reached a zombie state, with no updates or feature releases in approximately 631 days. The latest version, released in late 2024, introduced profile tracking and achievement systems, but development has ceased entirely since that time. There is no evidence of ongoing maintenance or live operations support.
Who built it?
BoltQ Media
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Lets Get DeepUser Sentiment
What do users think recently?
Recent user voice shows an upset sentiment.
How are ratings & reviews evolving?
What users say, by theme
- Inaccurate breed identification logic misclassifies common dog breeds, undermining the core utility of the app
1 of 1 recent reviews analyzed · limited sample
Read the full review analysisCompetition
Competitive landscape for Dog Breed Identifier & Scanner
How's the Reference market?
The app occupies the Reference category with a 4.38 rating based on 31 total ratings, though the lack of updates since late 2024 signals a transition into maintenance mode.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Dog Breed Identifier & Scanner
Where is it heading?
The reference utility market is consolidating around apps with high-frequency model updates and community-verified data. The lack of development since late 2024 leaves this app exposed to performance degradation, so the user base will likely continue to churn toward more reliable alternatives.
- The 20-month update silence indicates the product is in maintenance mode, which prevents the app from competing with actively iterated identification tools.
The SWOT
- Conversational AI follow-up Q&A provides utility beyond simple image classification
- Integration of verified entomology databases could restore credibility for student segments
Next best moves
Audit identification logic because inaccurate results are the primary driver of negative sentiment → restore user trust and rating baseline.
The counter-intuitive read
The app's 20-month update silence is a greater threat than the identification inaccuracy…
Read the full takeSince the last report: The product remains in a zombie state with no functional updates, but the intelligence report has been refined to better articulate the specific competitive threats and potential pivot paths.
Bottom line
The app provides a free, accessible entry point for species identification, but the failure of its core AI logic to correctly classify common breeds renders the utility unreliable, so the developer must prioritize identification accuracy before the user base churns entirely.
Unlock 1 critical friction, 1 market threat and the analyst’s take.
Access the full report for freeSources
- [1] App Store, source
Report last updated