Visual Food, Visual Recognition and Calories Count
Visual Food is a camera-based nutritional recognition utility for iOS that identifies food items and displays caloric and macronutrient data.
The App DNA
What makes this app unique?
The app removes the cognitive friction of manual food logging by using AI to identify items directly through the device camera.
For Individuals tracking nutritional intake who prefer visual identification of food over manual logging.
What does it look like?
Key features
Uses an artificial intelligence algorithm to identify food items via the device camera.
Displays specific nutritional information including calories, fat, protein, and carbohydrates for recognized items.
How much does it cost?
The app is distributed as a free utility without visible subscription or in-app purchase gates.
Velocity
Dormant developmentopaqueShow more...
Visual Food, Visual Recognition and Calories Count has been inactive for 3,349 days. There is no evidence of ongoing development, feature updates, or maintenance. The app is effectively a zombie project with no activity in the provided history.
Who built it?
Michele Gruppioni (Gruppio)
5 apps tracked · Food & Drink
Midi Player - Play Musi Notes
Measure - ARKit Ruler & Meter
Rain Sounds - Relax and Focus
Braille - image 2 text art nowUser 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 Visual Food, Visual Recognition and Calories Count
How's the Food & Drink market?
Visual Food occupies a niche as a free, legacy utility in the Food & Drink category. With no updates since 2017 and only 34 total ratings, it lacks the market presence of active nutritional tracking platforms.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Visual Food, Visual Recognition and Calories Count
Where is it heading?
The nutritional tracking market is consolidating around platforms with active AI development and expansive, verified food databases. Visual Food is exposed due to its lack of updates, which will lead to further user churn as the underlying recognition algorithms and nutritional data become increasingly inaccurate.
- The 3,349-day gap since the last update indicates the app is in permanent maintenance mode, which prevents it from competing with modern nutritional databases.
The SWOT
- Camera-based AI recognition provides a low-friction entry point for nutritional tracking
- Integrating regional food databases could differentiate the utility from global-focused competitors
Next best moves
Sunset the application because it has been in maintenance mode for over nine years → remove support overhead
The counter-intuitive read
The lack of monetization or subscription gates is…
Read the full takeBottom line
Visual Food remains a static utility that lacks the active development required to compete with modern health-tracking platforms. The lack of updates since 2017 suggests the developer has abandoned the project, leaving the user base without support or database improvements.
Unlock 2 critical frictions, 1 market threat and the analyst’s take.
Access the full report for freeFAQ
Is Visual Food still receiving updates?
Does Visual Food require a subscription?
What are some alternatives to Visual Food for calorie tracking?
Sources
- [1] App Store
Report last updated