Dog Breed Scanner is an entertainment utility for iOS that uses camera input and AR to identify 167 dog breeds.
The App DNA
What makes this app unique?
Users hire this app for instant, offline breed identification, but the lack of database updates fails the job-to-be-done for owners of less common or mixed-breed dogs.
For Casual dog owners and animal rescuers seeking quick, offline breed identification.
What does it look like?
Key features
Identifies 167 dog breeds using real-time camera input and pre-trained computer vision models.
Visualizes breed identification results using ARKit 3D object detection.
Functions without an internet connection by utilizing local pre-trained models.
How much does it cost?
The app is distributed as a free utility, relying on ad inventory to monetize the identification process.
Velocity
Dormant developmentopaqueShow more...
Dog Breed Scanner has been inactive for 2,392 days, placing it firmly in the zombie category. There have been no feature updates, bug fixes, or operational changes recorded in over six years. The development momentum is non-existent, as the app has not received any maintenance or support since early 2020.
Who built it?
Florian Winter
5 apps tracked · Entertainment
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Poly Art - 3D PuzzleUser Sentiment
What do users think recently?
Recent user voice shows a mixed sentiment. Users appreciate breed identification accuracy provides a fun and useful tool for casual dog owners and rescuers and the completely free access model allows users to scan dogs all day without paywalls.
How are ratings & reviews evolving?
What users say, by theme
- Breed identification accuracy provides a fun and useful tool for casual dog owners and rescuers
- The completely free access model allows users to scan dogs all day without paywalls
- Inaccurate breed identification results frequently frustrate users who expect reliable data for their pets
49 of 49 recent reviews analyzed · high confidence · Mixed overall
Read the full review analysisUnlock 2 more frustration themes and 2 user requests, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for Dog Breed Scanner
How's the Entertainment market?
The app maintains a 3.6★ rating across 415 total ratings, but the 6-year update gap signals a stagnant position in the Entertainment category. The lack of recent feature investment relative to the broader AI-utility market suggests a decline in competitive standing.
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 Scanner
Where is it heading?
The market for breed identification is shifting toward cloud-based, continuously trained models that handle mixed-breed variance better than static, pre-trained sets. Without a model update, the app will continue to lose relevance as users migrate to tools with broader, updated databases.
- The 6-year update gap (last release 2020) leaves the core model uncompetitive against modern AI-vision tools, accelerating user churn to updated alternatives.
- Frequent user complaints regarding identification errors and intrusive ads indicate the current monetization-to-utility balance is failing to retain the casual user base.
The SWOT
- Offline-first architecture enables identification in remote areas without data connectivity
- AR-based result visualization provides a distinct visual feedback loop
- Expanding the breed database to include rare or mixed-breed profiles would address the #1 user request
Next best moves
Audit current breed database because users report missing breeds like Sloughi or Jack Russell Terrier → improve identification accuracy
+ 1 more prioritized moveThe counter-intuitive read
The app's lack of updates is a feature, not a bug: its offline-first…
Read the full takeSince the last report: The competitive outlook has shifted from stable to declining due to the prolonged lack of updates and the emergence of more capable, cloud-based AI alternatives.
Bottom line
Dog Breed Scanner provides a functional offline utility, but the 6-year update gap makes it vulnerable to modern, cloud-trained competitors, so the PM should prioritize a model-refresh sprint to prevent total user churn.
Unlock 2 critical frictions, 1 market threat, 1 more prioritized move and the analyst’s take.
Access the full report for freeFAQ
Does Dog Breed Scanner work without an internet connection?
Is Dog Breed Scanner free to use?
Why does the app identify my dog incorrectly?
Sources
- [1] App Store, source
Report last updated