Calorie Counter by Numify
By Municorn
Calorie Counter by Numify is a nutrition and macro tracking app for iOS and Android that uses AI food recognition to simplify meal logging.
The App DNA
What makes this app unique?
The app removes the cognitive cost of manual data entry by identifying meal components from photos, which serves users who struggle to maintain consistent tracking habits.
For Individuals focused on weight management or muscle gain who prefer automated logging tools.
What does it look like?
Key features
Image-based nutritional analysis that identifies meal components from photos, reducing manual logging friction.
Dietary plans tailored to specific goals, serving as a premium-tier gate for paid conversion.
How much does it cost?
The model gates personalization and AI features behind a subscription to drive conversion, though reviewers report the paywall is presented deceptively.
Velocity
Maintenance developmentperformanceopaqueShow more...
With only two releases identified in the recent window, the app maintains a maintenance-level cadence of approximately one update every 6 to 8 weeks. Development is currently focused on performance and stability, as the latest release notes remain opaque regarding specific feature additions. The current trend is stable but minimal, with no evidence of new content or significant functional changes. The publisher continues to prioritize generic maintenance over visible feature iteration.
Who built it?
Municorn
3 apps tracked · Health & Fitness
Scanner App: Scan PDF Document
FAX App: Send Faxes from PhoneUser Sentiment
What do users think recently?
Users report: Fresh user feedback skews upset. Users appreciate the core calorie tracking interface provides a simple and straightforward experience for users starting their fitness journey, but report deceptive marketing practices lead users to believe the app is free before hitting a mandatory paywall.
How are ratings & reviews evolving?
Weekly average review rating
What users say, by theme
- The core calorie tracking interface provides a simple and straightforward experience for users starting their fitness journey
- Users report: Deceptive marketing practices lead users to believe the app is free before hitting a mandatory paywall
75 of 100 recent reviews analyzed · high confidence · Upset 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 Calorie Counter by Numify
How's the Health & Fitness market?
Calorie Counter by Numify holds a #181 Free rank in the Austrian Health & Fitness category, with inconsistent chart presence across European markets. The gap between its AI-driven utility and its 4.5★ rating suggests that monetization friction is currently suppressing its growth potential.
Read the market outlookThe rivals identified
Unlock the deeper market read.
Access the full report for freeThe Analyst's Read
Key takeaways for Calorie Counter by Numify
Where is it heading?
The market for nutrition tracking is consolidating around apps that balance automated logging with transparent pricing. Calorie Counter by Numify is currently exposed, as its maintenance-mode release cadence fails to address the critical sentiment drivers that are actively eroding its user base.
- Users report: Persistent complaints about deceptive paywalls and broken support channels erode user trust, which will likely increase churn and suppress long-term retention.
- Technical regressions on flagship devices disrupt the core food logging habit, driving negative ratings that compound the existing monetization-related sentiment drag.
The SWOT
- AI food recognition reduces manual logging friction
- Transparent free tier could improve conversion rates
Next best moves
Audit subscription cancellation flow because reviews cite inaccessible support links → reduce refund surge
+ 1 more prioritized moveThe counter-intuitive read
Users report: The app's AI food recognition is…
Read the full takeBottom line
Calorie Counter by Numify must pivot to transparent monetization to halt sentiment erosion. Addressing the inaccessible cancellation flows would unlock higher user trust, which is currently the primary barrier to sustainable growth.
Unlock 2 critical frictions, 1 market threat, 1 more prioritized move and the analyst’s take.
Access the full report for freeSources
- [1] App Store listing
- [2] Play Store listing
Report last updated