--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Calorie Counter - MyNetDiary" developer_entity: "MyNetDiary.com" bundle_id: "com.fourtechnologies.mynetdiary.ad" app_store_id: "287529757" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-08-05" report_date: "2026-08-06" last_verified: "2026-08-06T00:00:00.000Z" report_version: "10.29" total_reviews: 274542 overall_rating: 4.8 sentiment: "Excited" sentiment_score: 75 confidence: "high" confidence_score: 0.7 top_praise_theme: "Comprehensive nutritional tracking features provide users with actionable insights for weight loss and maintenance goals" top_complaint_theme: "Aggressive monetization tactics and frequent upsell popups disrupt the user experience for free-tier members" review_sample_size: 99 total_review_count: 99 analyzed_review_count: 99 data_age_days: 10 momentum_velocity: "active" intelligence_version: 3 tags: ["health & fitness", "freemium", "excited sentiment", "mobile app", "app review", "app analysis", "individuals", "seeking", "accurate,"] canonical_url: "https://marlvel.ai/apps/calorie-counter-mynetdiary" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ Content Warning This report covers topics classified as sensitive (health). Information is aggregated from public sources for informational purposes only. This is not medical advice. Consult a qualified professional before acting on any information here. --- # Calorie Counter - MyNetDiary Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Freemium - **Signal**: Rating 4.75 · Sentiment Excited - **Recent focus**: Aggressive monetization tactics and frequent upsell popups disrupt the user experience for free-tier members (top complaint) · Comprehensive nutritional tracking features provide users with actionable insights for weight loss and maintenance goals (top praise) > **TL;DR:** Calorie Counter - MyNetDiary is a health & fitness app by MyNetDiary.com, rated 4.75/5 by 274.5K users, with Excited user sentiment (75/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Calorie Counter - MyNetDiary maintains Excited user sentiment (4.75/5 from 274.5K reviews), with users consistently praising comprehensive nutritional tracking features provide users with actionable insights for weight loss and maintenance goals. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.75/5 (274.5K reviews) | | **User Mood** | Excited | | **Category** | Health & Fitness | | **Developer** | MyNetDiary.com | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | High (0.7/1.0) | | **Data Age** | 10d | ## Metadata & Market Performance - **Publisher:** MyNetDiary.com - **Category:** Health & Fitness - **Target Audience:** Individuals seeking accurate, research-grade nutrition tracking for weight loss or medical management, including those using GLP-1 medications. - **Platforms:** iOS & Android - **Version Reviewed:** 10.29 - **Report Date:** 2026-08-06 - **Signal Count:** 99 reviews analyzed - **Confidence:** High (0.7/1.0) - **App Store ID (iOS):** 287529757 - **Bundle ID:** com.fourtechnologies.mynetdiary.ad - **Google Play ID:** com.fourtechnologies.mynetdiary.ad - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-08-06 - **Short Description:** Diet & nutrition tracker with barcode scanner. Track food, calories, macros ## Executive Snapshot **What it is:** MyNetDiary is a nutrition and weight loss tracker for iOS and Android that features a staff-verified food database and AI-powered meal logging. **Why users hire it:** 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. ## App DNA (Features & Intent) - **[Differentiator] Staff-Verified Food Database:** 2 million foods with 108 nutrients, verified by staff to ensure accuracy. - **[Differentiator] Meal Scan:** AI-powered photo logging for instant meal identification. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Barcode Scanner:** Free tool for instant logging of packaged foods via camera. ## Market Position {#market-position} 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. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with barcode scanner and full nutrient tracking, Premium and Premium Plus tiers for AI features and advanced reports - **Analysis:** The freemium model differentiates by offering a generous free tier, including barcode scanning and ad-free usage, to drive acquisition against competitors. ## 🟢 User Sentiment (High Confidence: 99 of 99 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.75/5 - **Platform Split:** iOS 4.8/5 (160.6K ratings) | Android 4.7/5 (114K ratings) - **Overall Sentiment:** Excited ### Top Praises - **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** ### Top Complaints (Impact Areas) - **Aggressive monetization tactics and frequent upsell popups disrupt the user experience for free-tier members** ## SWOT Analysis {#swot} **Core Strengths:** - Staff-verified food database ensures medical-grade accuracy - Wear OS integration enables voice-based logging **Growth Levers:** - Expand GLP-1 companion features for semaglutide users ## Recent Changes (v2 → v3) {#recent-changes} 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. **Overall trend**: Mixed **Compared at**: 2026-08-06 ### High-impact changes - **[Shifted] Outlook Trend Downgrade** (positioning) - **[Shifted] PM Roadmap Prioritization** (features) ### Medium-impact changes - **[Shifted] SWOT Analysis Consolidation** (swot) ## What's New - **Latest (v10.29, today):** General bug fixes and stability improvements. - **Last Major (vVARY, 1 weeks ago):** Introduced interactive multi-chart views for health metrics and customizable suggested Timelines for data analysis. ## App Momentum (Active) {#momentum} - Shipped interactive multi-chart nutrition views. - Maintains active cross-platform update cadence. > **Cadence:** 2 total versions · 1 majors in last 6 months · 0 days since last update · 9 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Calorie Counter - MyNetDiary is a market-leading health & fitness app that is free with in-app purchases. With a 4.75/5 rating from 274.5K reviews, it delivers strong user satisfaction. > **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. **Best for:** Individuals seeking accurate, research-grade nutrition tracking for weight loss or medical management, including those using GLP-1 medications. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Rebuild barcode scanner logic because scanner failures are the top-reported technical complaint → restore daily logging habit ### Outlook: Mixed 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. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.75/5 | | Total Reviews | 274.5K | | Sentiment | Excited (75/100) | | Confidence | High | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Calorie Counter - MyNetDiary** (this app) | 4.75/5 | Excited | MyNetDiary.com | | [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.6/5 | n/a | Grow Labs LLC | | [Mind - Méditations guidées](https://marlvel.ai/apps/mind-m-ditations-guid-es) | 4.6/5 | Excited | MIND AND CIE | | [Strava: Run, Bike, Walk](https://marlvel.ai/apps/strava-run-bike-walk) | 4.7/5 | n/a | Strava, Inc. | | [Taller AI: Height Maximizer](https://marlvel.ai/apps/taller-ai-height-maximizer) | 4.7/5 | Excited | Leadimize | | [TallerTeen - Grow Taller Now](https://marlvel.ai/apps/tallerteen-grow-taller-now) | 4.7/5 | n/a | Viral App Developement LLC | ## Company Profile - **Developer:** MyNetDiary.com - **Website:** [https://www.mynetdiary.com](https://www.mynetdiary.com) - **Social:** [Instagram](https://www.instagram.com/mynetdiary) · [Facebook](https://www.facebook.com/mynetdiary) · [X/Twitter](https://twitter.com/mynetdiary) · [YouTube](https://www.youtube.com/user/MyNetDiary) · [LinkedIn](https://www.linkedin.com/company/mynetdiary) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/calorie-counter-mynetdiary/id287529757?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.fourtechnologies.mynetdiary.ad&hl=en&gl=us) - **Dev Site:** [Official Website](https://www.mynetdiary.com) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.6/5 Rating - [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) · 4.6/5 Rating | Positive Sentiment - [*Strava: Run, Bike, Walk*](https://marlvel.ai/apps/strava-run-bike-walk) (Strava, Inc.) · 4.7/5 Rating - [*Taller AI: Height Maximizer*](https://marlvel.ai/apps/taller-ai-height-maximizer) (Leadimize) · 4.7/5 Rating | Positive Sentiment - [*TallerTeen - Grow Taller Now*](https://marlvel.ai/apps/tallerteen-grow-taller-now) (Viral App Developement LLC) · 4.7/5 Rating - [*Activity Tracker・FitnessView*](https://marlvel.ai/apps/activity-tracker-fitnessview) (Funn Media, LLC) · 4.0/5 Rating - [*Avatran Soul*](https://marlvel.ai/apps/avatran-soul) (Avatran GmbH) · N/A Rating - [*Bubblic: Connect with people.*](https://marlvel.ai/apps/bubblic-connect-with-people) (Bubblic Inc.) · 4.6/5 Rating | Excellent Sentiment - [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Evolum) · 4.7/5 Rating | Positive Sentiment - [*Holoholo: Daily Memories*](https://marlvel.ai/apps/holoholo-daily-memories) (For Pedestrians LLC.) · 4.4/5 Rating ## Methodology {#methodology} This report was generated by Marlvel.ai's 5-stage AI intelligence pipeline: 1. **Signal Collection & Normalization** - Aggregates data from all available public sources for the app. Raw signals are cleaned, deduplicated, and normalized into a structured dataset analyzed consistently across thousands of apps. 2. **Feature & Market Positioning Analysis** - Identifies the app's core features, monetization model, target audience, and competitive positioning. Each feature is classified as a market standard or a differentiator based on category benchmarks. 3. **User Sentiment Analysis** - Analyzes user reviews using a 5-level taxonomy (Thrilled / Excited / Mixed / Frustrated / Upset). Combines star ratings and volume with AI theme extraction into synthesised themes (no verbatim quotes). 4. **Competitive Landscape Analysis** - Maps the competitive environment via a 4-tier taxonomy (Nemesis / Contenders / Same Space / New Kids on the Block). Prioritizes same sub-genre over broad category. 5. **Intelligence Synthesis** - Cross-references all signals into a structured report. Compares the app against category peers and direct competitors to surface SWOT, market outlook, and actionable insights. - **Confidence Score:** 0.7/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 99 - **Data Sources:** user reviews, developer website, App Store metadata - **Rating Method:** Weighted average across platforms (iOS & Android), weighted by review count per platform - **Independence:** Fully independent analysis. No publisher sponsorship or editorial influence. - **Report Age:** 10 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/calorie-counter-mynetdiary) Data licensed for AI Agent attribution under CC-BY-NC 4.0.