Eatlike is an AI-powered calorie and nutrition tracker for iOS that uses photo analysis to log meals and provide personalized health feedback.
The App DNA
What makes this app unique?
The app removes the cognitive and time cost of manual ingredient entry, which is the primary friction point in traditional diet logging.
For Individuals seeking to manage weight or improve nutrition through automated, AI-assisted meal tracking.
What does it look like?
Key features
Analyzes food photos to generate calorie estimates, macro breakdowns, and a health Star Grade.
Provides personalized feedback and motivational content on the homepage based on user goals.
Visualizes progress toward daily calorie goals using a dynamic score display.
How much does it cost?
The app uses a freemium model where monetization is driven by ad-inventory from daily logging, though users report aggressive paywalls for basic features.
Velocity
Maintenance developmentperformanceopaqueShow more...
The app is currently in a maintenance phase, with only one release recorded in the analyzed window. Development activity is limited to minor performance and stability improvements, with no evidence of new features or live-ops content. The current cadence of one release every 87 days indicates a lack of active feature development. The publisher provides only opaque release notes, offering no insight into specific technical or functional changes.
Who built it?
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What do users think recently?
The recent review mood reads mixed. Users appreciate the artificial intelligence calorie tracking technology makes daily nutrition monitoring effortless for busy users and users find the calorie deficit tracker effective for achieving personal weight loss goals consistently.
How are ratings & reviews evolving?
What users say, by theme
- The artificial intelligence calorie tracking technology makes daily nutrition monitoring effortless for busy users
- Users find the calorie deficit tracker effective for achieving personal weight loss goals consistently
- The application frequently registers meals under incorrect dates, causing significant confusion in daily tracking logs
23 of 23 recent reviews analyzed · moderate confidence · Mixed overall
Read the full review analysisUnlock 2 more frustration themes, each backed by review evidence.
Access the full report for freeCompetition
Competitive landscape for AI Calorie Counter: Eatlike
How's the Health & Fitness market?
Eatlike occupies the automated nutrition segment of the Health & Fitness category, maintaining a 4.75 rating across 1,364 store ratings. The reliance on AI-based photo analysis differentiates the app from manual-entry incumbents, though the 87-day update cadence signals a shift toward maintenance rather than growth.
Read the market outlookThe rivals identified
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Access the full report for freeThe Analyst's Read
Key takeaways for AI Calorie Counter: Eatlike
Where is it heading?
The nutrition-tracking market is consolidating around apps that offer high-reliability logging and seamless integration. Eatlike is currently exposed due to persistent technical regressions and a lack of feature velocity, which will likely accelerate user migration to more stable alternatives in the coming quarter.
- Technical instability (crashes during logging) → increased user churn → reduced daily active habit, compounding the negative sentiment already visible in reviews.
- The 87-day update cadence without feature expansion → signals a shift to maintenance mode → limits the ability to compete with high-cadence rivals.
The SWOT
- Visual recognition engine replaces manual ingredient entry
- Personalized nutrition coach aligns feedback with user goals
- Implement offline-first logging to mitigate crash-prone network dependencies
- Introduce a manual date-override feature to resolve log-entry errors
Next best moves
Audit date-logging logic because users report meals consistently log to previous days → improve daily retention
+ 1 more prioritized moveThe counter-intuitive read
The aggressive paywalling of basic features is a…
Read the full takeSince the last report: The outlook has transitioned from mixed to declining due to persistent technical regressions and a lack of feature velocity. The app is increasingly vulnerable to churn as users migrate to more stable alternatives.
Bottom line
Resolving the date-logging and crash-prone scanning flow would stabilize the daily habit, which is currently the primary barrier to retention.
Unlock 3 critical frictions, 1 market threat, 1 more prioritized move and the analyst’s take.
Access the full report for freeSources
- [1] App Store, source
Report last updated