PlateAI is a calorie and macro tracker for iOS and Android that uses AI to log meals via photo recognition and provide personalized coaching.
Product velocity
Intense
Daily rank 🇺🇸
—
Health & Fitness
Sentiment
4.8
1k reviews
Nemesis
Calorie Counter by Lose It!
The App DNA
What makes this app unique?
Users hire PlateAI to eliminate the tedious manual data entry required by traditional calorie trackers, allowing them to maintain health goals with minimal friction.
For Individuals seeking weight loss or health management who find manual food logging tedious and require personalized, AI-driven guidance.
Key features
Identifies food items and logs calories, protein, and macros from a photo of the plate
Provides 24/7 personalized feedback and motivation based on daily food diary entries
Automatically adjusts calorie and macro targets based on user progress and body changes
How much does it cost?
Freemium model uses a free trial to showcase AI capabilities, gating advanced coaching and automation behind a subscription.
Velocity
Intense developmentShow more...
5 versions in history. Development pace: intense.
Who built it?
MyNetDiary
5 apps tracked · Health & Fitness
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MyNetDiary Carb Genius - KetoUser 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 MyNetDiary PlateAI - AI Coach
How's the Health & Fitness market?
PlateAI holds a #12 Grossing position in the Health & Fitness category in Qatar, though its broader global footprint remains limited compared to legacy incumbents. The reliance on niche regional rankings suggests the app is still scaling its user acquisition strategy.
The rivals identified
By FitNow
With over 750k reviews and a high-velocity release cadence, this is the primary incumbent in the calorie-tracking niche.
- Maintains a massive, long-term user database that powers highly accurate food logging suggestions.
- Aggressive release cycle of 19 updates in six months indicates a highly optimized development pipeline.
- Deeply integrated social and community features create a network effect that increases user switching costs.
Noom Weight Loss, Food TrackerContender
Carb Manager—Keto Diet TrackerContender
AI Calorie Counter - AppedietContenderUnlock 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 MyNetDiary PlateAI - AI Coach
Where is it heading?
Users report: The health-tracking market is consolidating around AI-assisted logging, forcing apps to choose between database depth and AI-first convenience. PlateAI is currently advantaged in convenience but exposed by database limitations, so revenue growth hinges on improving recognition accuracy to retain power users.
- The latest release added personalized meal ideas, indicating active feature investment rather than maintenance mode.
- The Android-iOS rating gap suggests technical friction, which likely suppresses new-user conversion on the Android platform.
The SWOT
- AI-powered image recognition reduces logging friction
- 20-year nutrition expertise provides credible coaching foundation
- Automated macro-adjustment removes manual goal-setting effort
- Integration of wearable biometric data for coaching
- B2B partnerships with health insurance providers
- Expansion into specialized medical-dietary tracking
Next best moves
Audit Android stability and performance because of the 0.36 rating gap vs iOS → improve Android retention
+ 1 more prioritized moveThe counter-intuitive read
The AI-first logging feature is a secondary moat…
Read the full takeFeature gaps
Extensive community-driven social features (available in Lose It! but absent here) +1
Since the last report: The app has pivoted its positioning from a standard calorie tracker to an AI-first differentiator, while identifying critical technical stability and database accuracy gaps as primary risks.
Bottom line
PlateAI successfully lowers logging friction through AI, but its long-term viability depends on closing the accuracy gap with legacy databases, so the PM should prioritize technical stability and user-driven data correction to defend against incumbent churn.
Unlock 3 critical frictions, 3 market threats, 1 more prioritized move and the analyst’s take.
Access the full report for freeReport last updated