Report updated May 19, 2026
Calorie AI - Protein Tracker
For individuals seeking to manage weight, build muscle, or maintain a balanced diet through automated tracking.
Calorie AI - Protein Tracker is an established health & fitness app that is free with in-app purchases. With a 4.4/5 rating from 116 reviews, it shows polarized user reception.
What is Calorie AI - Protein Tracker?
Calorie AI is a nutrition-tracking app for iOS that uses computer vision to estimate calories and macros from meal photos.
Users hire the app to reduce the friction of manual food logging, aiming to simplify weight management and macro tracking through automated image analysis.
Current Momentum
v2.1 · 6d ago
Zombie- Released latest update May 2026.
Active Nemesis
Healthify: AI Calorie Tracker
By HealthifyMe Private
Other Rivals
7-Day Rank Pulse 🇺🇸
Health & FitnessNo ranking data
Rating Pulse 🇺🇸
What makes this app unique?
How Is The App's Momentum Right Now?
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What Are The Key Features?
Computer vision identifies food items from photos to calculate calories and macronutrients
Custom calorie and macro targets generated based on user lifestyle and goal inputs
How much does it cost?
- Free tier with core tracking features
Freemium model focused on high-frequency engagement via AI-assisted logging to build user habit.
Who Built It?
Acquiring and evolving mobile applications to unlock their full potential. They specialize in optimizing utility and lifestyle apps for broader reach.
Portfolio
13
Apps
Who is Prometheus Interactive?
ZipoApps operates as a consolidator in the mobile ecosystem, focusing on the acquisition and optimization of existing apps rather than greenfield development. Their strategy centers on applying proprietary algorithmic and AI-driven methodologies to improve the performance and monetization of under-optimized assets. The primary tension in their model is the reliance on aggressive ad-supported monetization, which frequently creates friction and risks user churn in their utility-heavy portfolio.
Who is Prometheus Interactive for?
- General mobile users seeking functional tools for daily tasks
- Photo editing
- Personal organization
Portfolio momentum
With 124 releases in the last 6 months and a major release just 3 days ago, the publisher maintains a highly active development cycle.
What other apps does Prometheus Interactive make?
Photo Blender Editor
Video Background Changer
Screen Mirroring for All TV
Cute Cat Launcher
Daily Quotes: Daily Motivation
GPS Coordinates & Map Tools
What do users think recently?
Analysis in progress, available soon
What is the competitive landscape for Calorie AI - Protein Tracker?
How's The Health & Fitness Market?
How does it evolve in the Health & Fitness market?
Calorie AI maintains a 4.41 rating across 116 iOS reviews, positioning it as a niche utility in the crowded Health & Fitness category. The lack of significant review volume relative to category leaders signals a need for increased user acquisition to validate the AI logging model.
| Country | Category | Chart | Rank | Change |
|---|---|---|---|---|
| 🇻🇳 Vietnam | Health & Fitness | iOSGrossing | #96 | NEW |
The rivals identified
The Nemesis
Head to Head
The target app must prioritize developing proprietary computer vision or automated logging to compete with Healthify's convenience-first moat.
What sets Calorie AI - Protein Tracker apart
Leaner, more focused interface avoids the feature bloat found in Healthify's complex ecosystem.
Faster onboarding experience allows users to start tracking their nutrition goals with minimal setup.
What's Healthify: AI Calorie Tracker's Edge
Advanced computer vision capabilities allow for instant food recognition that the target app lacks.
Extensive database of regional food items provides higher accuracy for a global user base.
Contenders
Ceres Calorie Counter Diet
★4.6 (8)Jommi UG (haftungsbeschrankt)
💀Competes by focusing on goal-oriented tracking and automated daily overviews for users seeking structured diet management.
Automated logging features provide a passive tracking experience that requires less daily user input.
24/7 daily overview dashboard offers a comprehensive snapshot of progress that aids long-term adherence.
Calorie Counter - Meal Tracker
Riafy Technologies Pvt. Ltd.
Targets the same user base looking for simplified, high-speed meal logging and calorie management solutions.
Optimized for rapid meal logging, prioritizing speed over the complex AI features found in target.
Smart calorie calculator provides highly accurate daily targets based on user-defined weight loss goals.
AI Calorie Counter - Tracker
★4.4 (23)Apps Labs
Directly challenges the target app's value proposition by offering a similar AI-assisted nutrition and virtual assistant experience.
Virtual nutrition assistant provides real-time feedback that mimics a human coach's supportive interaction style.
Snap & Track functionality offers a direct alternative to manual calorie logging for busy users.
WeightBuddy: Calorie Tracker
Joyride GmbH
Competes for the same health-conscious demographic by leveraging AI companions to drive user engagement and retention.
Buddy AI companion offers a more personalized, gamified social experience than standard calorie tracking tools.
Dedicated macro and fat tracking modules provide deeper nutritional insights for specialized diet users.
Peers
Pharmacodynamic modeling provides scientific insights into caffeine's impact on sleep and daily energy levels.
Sleep impact forecasting offers a unique, data-driven health benefit that differentiates it from calorie apps.
Specialized vision testing and eye exercise timers provide unique value outside of traditional nutrition tracking.
Daily eye health scoring system creates a unique, habit-forming metric for consistent app usage.
ضماني | Damani
★2.1 (49)hia
⚡Occupies the broader health-tech ecosystem, focusing on medical record management and patient-provider communication.
Secure medical record access provides a high-trust utility that calorie trackers cannot currently replicate.
Integrated treatment tracking and secure communication features cater to users with chronic health needs.
Calorie Calculator & Food Log
Riafy Technologies Pvt. Ltd.
Operates in the same health tracking category with a focus on straightforward, utility-driven calorie management.
Progress dashboard visualizes long-term trends more effectively than the target app's current feature set.
Smart goal setting algorithms provide highly tailored daily caloric intake recommendations for users.
New Kids on the Block
Kickoff: Weight Loss & Fitness
0Andy Arevalo
A fresh competitor focusing on social accountability and team-based weight loss, challenging the target's solo-user model.
Team-based competition modes leverage social pressure to drive higher user retention and weight loss success.
Habit Log | Level up
0POEN HSIEH
A new entrant using gamification to capture the same health-conscious audience interested in habit formation.
Gamified achievement system turns mundane tracking into an engaging, reward-based experience for younger users.
The outtake for Calorie AI - Protein Tracker
Strengths to defend, gaps to attack
Core Strengths
- Automated photo-based macro analysis reduces user friction
- Lean interface avoids legacy feature bloat
Critical Frictions
- 116 total ratings indicate low market penetration
- Lacks proprietary food database for regional accuracy
- No conversational coaching features
Growth Levers
- Integrate wearable health data for progress insights
- Develop B2B partnerships with local gyms
Market Threats
- Healthify historical data flywheel creates superior recommendations
- Rapid feature-parity updates from smaller competitors
What are the next best moves?
Integrate wearable health data because it provides a retention loop missing in current utility-only design → increase daily active usage
Competitors like WeightBuddy leverage gamified social and specialized modules to drive engagement, which the current app lacks.
Trade-off: Pause development on new AI food-recognition categories — wearable integration provides higher retention value than incremental recognition accuracy.
A counter-intuitive read
The app's reliance on AI photo analysis is a weakness, not a strength, because it creates a dependency on external computer vision accuracy rather than building a proprietary food database.
Feature Gaps vs Competitors
- Conversational AI health coach (available in Healthify)
- Regional food database (available in Healthify)
- Gamified social accountability (available in WeightBuddy)
Key Takeaways
Calorie AI offers a low-friction entry for meal tracking, but it lacks the data depth to compete with established incumbents, so the PM should prioritize wearable integration to build a retention moat.
Where Is It Heading?
Mixed Signals
The nutrition-tracking market is consolidating around apps that combine AI logging with conversational coaching, leaving utility-only trackers exposed. Calorie AI must transition from a simple logging tool to a comprehensive health companion to avoid being marginalized by incumbents with deeper data moats.
Low review volume (116 total) limits the data flywheel necessary to improve AI accuracy, which compounds the competitive disadvantage against Healthify.
The latest update in May 2026 indicates active maintenance, but the lack of new feature expansion suggests a focus on stability over growth.