Calorie Meal AI
Calorie Meal AI is a nutrition tracking tool for iOS and Android that uses image recognition to estimate the caloric and macro content of meals.
The App DNA
What makes this app unique?
It removes the time-consuming friction of manual food logging, allowing users to track intake by snapping a photo instead of searching databases.
For Individuals focused on weight management or muscle gain who prefer automated, image-based nutrition tracking.
What does it look like?
Key features
Image recognition identifies food items from photos to calculate calories, macros, and serving sizes
Customizable targets for weight loss, maintenance, or muscle gain
Automated logging of food intake with summaries of daily nutrient intake
How much does it cost?
The app currently operates as a free tool with no visible IAP or subscription gates in the store metadata.
Velocity
Dormant developmentopaqueShow more...
Calorie Meal AI has been inactive for approximately 20 months, with the last update occurring 601 days ago. The development history shows only two releases, both of which were minor updates focused on login functionality and general bug fixes. There is no evidence of ongoing maintenance, new feature development, or live operations. The project appears to be in a dormant state.
Who built it?
APPWORLD (Pty)
4 apps tracked · Food & Drink
Exam Papers & Guide
Exam Papers & Guide
Emergency (South Africa)User 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 Calorie Meal AI
How's the Food & Drink market?
Calorie Meal AI occupies a niche as a free, image-based tracker, but its lack of updates (602 days since last store update) limits its competitive standing against active category leaders.
Read the market outlookThe rivals identified
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Access the full report for freeThe Analyst's Read
Key takeaways for Calorie Meal AI
Where is it heading?
The nutrition tracking market is consolidating around apps with high-frequency live-ops and robust subscription models. Calorie Meal AI's lack of updates (602 days since last store update) leaves it vulnerable to churn, as users migrate to apps that offer consistent database updates and community features.
- The 20-month development gap indicates the app is in maintenance mode, which will lead to user churn as competitors release new features.
The SWOT
- Image recognition loop reduces manual logging friction
- Introduce subscription tiers to match category norms
Next best moves
Audit current user base engagement because the app has been dormant for 20 months → determine if sunsetting is appropriate
The counter-intuitive read
The lack of monetization in Calorie Meal AI is a strategic failure…
Read the full takeBottom line
Calorie Meal AI relies on its image-recognition utility, but the 20-month development silence prevents it from competing with active nutrition trackers. The lack of a monetization model further limits its viability, suggesting a need to either pivot to a subscription model or sunset the product.
Unlock 2 critical frictions, 1 market threat and the analyst’s take.
Access the full report for freeFAQ
Is Calorie Meal AI free to use?
How does Calorie Meal AI track food?
Is Calorie Meal AI still being updated?
What are the alternatives to Calorie Meal AI?
Sources
- [1] App Store
Report last updated