MyNetDiary is a nutrition and weight loss tracker for iOS and Android that features a staff-verified food database and AI-powered meal logging.
Product velocity
Active
Daily rank 🇺🇸
#49
▼1Health & Fitness · free
Sentiment
4.8
275k reviews
Nemesis
Fragmented field
The App DNA
What makes this app unique?
Users choose MyNetDiary to eliminate the data inaccuracies common in crowdsourced food trackers, which is critical for those managing specific medical or weight loss goals.
For Individuals seeking accurate, research-grade nutrition tracking for weight loss or medical management, including those using GLP-1 medications.
What does it look like?
Key features
2 million foods with 108 nutrients, verified by staff to ensure accuracy.
AI-powered photo logging for instant meal identification.
Free tool for instant logging of packaged foods via camera.
How much does it cost?
The freemium model differentiates by offering a generous free tier, including barcode scanning and ad-free usage, to drive acquisition against competitors.
Velocity
Active developmentnew contentUX improvementsperformanceShow more...
The app shows a stable development trend, shipping updates across platforms with a focus on data visualization and user experience. The latest release adds interactive multi-chart views, while the most recent update addressed general stability and bug fixes. With two distinct versions released in the current window, the app maintains an active development pace. Development is currently focused on enhancing tracking capabilities and refining the overall user experience.
Who built it?
User Sentiment
What do users think recently?
Fresh user feedback skews excited. Users appreciate comprehensive nutritional tracking features provide users with actionable insights for weight loss and maintenance goals and the barcode scanner and ai photo recognition simplify the food logging process for daily users, but report aggressive monetization tactics and frequent upsell popups disrupt the user experience for free-tier members.
How are ratings & reviews evolving?
What users say, by theme
- Comprehensive nutritional tracking features provide users with actionable insights for weight loss and maintenance goals
- The barcode scanner and AI photo recognition simplify the food logging process for daily users
- Cross-platform integration with wearable devices allows for seamless syncing of physical activity data
- Aggressive monetization tactics and frequent upsell popups disrupt the user experience for free-tier members
99 of 99 recent reviews analyzed · high confidence · Excited 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 - MyNetDiary
How's the Health & Fitness market?
MyNetDiary holds a stable position in the Health & Fitness category, with recent chart entries in multiple European markets. The gap between free-tier accessibility and Premium Plus monetization suggests a strategy focused on converting high-intent users who require advanced nutrient tracking.
Read the market outlookThe rivals identified
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Access the full report for freeThe Analyst's Read
Key takeaways for Calorie Counter - MyNetDiary
Where is it heading?
The nutrition tracking market is consolidating around AI-assisted logging, and MyNetDiary's Meal Scan feature keeps it relevant. However, the current technical instability in the barcode scanner creates a vulnerability that faster-moving rivals will exploit to capture the casual user base.
- Barcode scanner regressions in the latest release erode the core logging habit, which compounds the frustration already visible in recent user reviews.
- The introduction of interactive multi-chart views demonstrates active feature investment, signaling that the product is not in maintenance mode.
The SWOT
- Staff-verified food database ensures medical-grade accuracy
- Wear OS integration enables voice-based logging
- Expand GLP-1 companion features for semaglutide users
Next best moves
Rebuild barcode scanner logic because scanner failures are the top-reported technical complaint → restore daily logging habit
+ 1 more prioritized moveThe counter-intuitive read
The aggressive upsell strategy is not a failure…
Read the full takeSince the last report: The product strategy has pivoted from feature expansion to technical remediation, specifically targeting barcode scanner failures that threaten the daily logging habit. This shift is reflected in a move from a stable to a mixed outlook as the team pauses new development to address core utility regressions.
Bottom line
Restoring the reliability of the barcode scanner is the primary lever for protecting the daily active habit. If the core logging utility remains unstable, the app will lose its primary differentiator against competitors that are currently iterating faster on AI-assisted entry.
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, source
Report last updated