Eatwise AI is a calorie and macro tracking app for iOS and Android that uses AI photo analysis to simplify meal logging.
Product velocity
Maintenance
Daily rank 🇺🇸
#199
▼5Health & Fitness · grossing
Sentiment
4.6
20k reviews
Nemesis
Healthify: AI Calorie Tracker
The App DNA
What makes this app unique?
Users want to reduce the cognitive load of manual food entry, but the app's current authentication and accuracy failures prevent it from serving this need reliably.
For Individuals focused on weight management and dietary tracking who require automated logging tools.
What does it look like?
Key features
Automated calorie and macro calculation based on logged food items.
Quick-add food items to daily logs via device camera.
Integrated fasting schedule management with hydration reminders.
How much does it cost?
Freemium model gates advanced nutritional reporting and AI-driven tools behind a Pro subscription.
Velocity
Maintenance developmentperformanceopaqueShow more...
With 8 releases over the observed window and a last update 71 days ago, the app maintains a slow, maintenance-focused release cycle. Development is primarily centered on stability and minor bug fixes rather than new feature rollouts. While the app previously introduced widgets and weight-logging updates, the most recent releases have been exclusively minor, indicating a shift away from active feature development. The publisher consistently uses opaque release notes, providing no specific details on the technical improvements being deployed.
Who built it?
DEEP FLOW SOFTWARE SERVICES
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Plantify: AI Plant IdentifierUser Sentiment
What do users think recently?
Review voice lately leans frustrated. Users appreciate ai-powered food logging simplifies daily nutrition tracking for users who prefer minimal manual data entry and clear visualization of daily calorie and macro intake helps users monitor their weight loss progress, but report account access and password reset failures prevent long-term users from logging into their existing subscriptions.
How are ratings & reviews evolving?
What users say, by theme
- AI-powered food logging simplifies daily nutrition tracking for users who prefer minimal manual data entry
- Clear visualization of daily calorie and macro intake helps users monitor their weight loss progress
- Account access and password reset failures prevent long-term users from logging into their existing subscriptions
72 of 111 recent reviews analyzed · high confidence · Frustrated 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 AI Calorie Tracker by Eatwise
How's the Health & Fitness market?
Eatwise AI holds a #191 Grossing rank in the US Health & Fitness category, but the gap between its discovery advantage and retention performance signals significant monetization friction.
Read the market outlookThe rivals identified
By HealthifyMe Private Limited
Healthify dominates the market share for AI-driven nutrition tracking, directly competing for the same weight-loss and macro-tracking user base as Eatwise.
- Proprietary Snap image-based tracking provides significantly lower friction for users logging complex meals daily.
- Integrated Ria AI health coach offers a conversational layer that Eatwise currently lacks in its interface.
- Massive historical user data flywheel enables superior food recognition accuracy compared to newer market entrants.
Macros: Calorie CalculatorContender
Calorie AI - Protein TrackerContender
Calorie Counter & Food TrackerContender
Calz: Calorie Counter AIContenderUnlock the head-to-head verdict: where this rival wins, and where it loses.
Access the full report for freeThe Analyst's Read
Key takeaways for AI Calorie Tracker by Eatwise
Where is it heading?
The nutrition tracking market is consolidating around rivals with higher data accuracy and reliable authentication. Eatwise AI's current maintenance-only cadence leaves it exposed to competitors who iterate faster on core tracking reliability, risking total loss of its existing user base by Q3.
- Persistent account access failures in the latest release drive long-term user churn, which compounds the rating drag already visible on Android.
- Aggressive subscription prompts during onboarding create a high barrier to entry, limiting the funnel for new users.
The SWOT
- AI-powered food logging simplifies daily habit maintenance
- Manual override for AI logs would stabilize churn
Next best moves
Ship manual override for AI logs because users cite calculation errors as the primary reason for abandoning the app → improve retention
+ 1 more prioritized moveThe counter-intuitive read
The app's aggressive subscription-first onboarding is not a…
Read the full takeFeature gaps
Proprietary image-based tracking (available in Healthify) +1
Since the last report: The app has transitioned into a more pronounced maintenance state, marked by a 71-day update gap and the emergence of aggressive subscription prompts as a primary driver of negative sentiment. These factors, combined with persistent authentication failures, have intensified the monetization friction noted in the previous analysis.
Bottom line
Eatwise AI must prioritize core tracking reliability and account stability to prevent total user attrition, as the current technical debt outweighs the value of its AI-logging differentiator.
Unlock 2 critical frictions, 1 market threat, 1 more prioritized move and the analyst’s take.
Access the full report for freeSources
- [1] Play Store listing, source
Report last updated