--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Nutrients - Nutrition Facts" developer_entity: "Pomegranate Apps LLC" bundle_id: "com.PomegranateSoftware.MyFood" app_store_id: "396836856" google_play_id: "com.nutrition.facts" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: true market_region: "US" platforms: "iOS & Android" app_last_updated: "2025-03-19" report_date: "2026-06-21" last_verified: "2026-06-21T22:20:52.525Z" report_version: "10.0" total_reviews: 3412 overall_rating: 4.3 sentiment: "Frustrated" sentiment_score: 35 confidence: "high" confidence_score: 0.6 top_praise_theme: "Detailed nutrient tracking provides deep insight into specific vitamin and mineral intake levels" top_complaint_theme: "Barcode scanner and manual food entry features fail to function correctly following recent updates" top_request_theme: "Customizable search filters to omit specific food categories or regional items from results" review_sample_size: 49 total_review_count: 49 analyzed_review_count: 49 data_age_days: 10 momentum_velocity: "zombie" intelligence_version: 3 nemesis: "MyFitnessPal: Calorie Counter" competitor_count: 8 tags: ["food & drink", "freemium", "frustrated sentiment", "mobile app", "app review", "app analysis", "individuals", "managing", "specific"] canonical_url: "https://marlvel.ai/intel-report/food-drink/com-pomegranatesoftware-myfood" license: "CC-BY-NC 4.0" content_version: "v2" --- # Nutrients - Nutrition Facts App Audit ## TL;DR {#tldr} - **Category**: Food & Drink · Freemium - **Signal**: Rating 4.3 · Sentiment Frustrated - **Recent focus**: Barcode scanner and manual food entry features fail to function correctly following recent updates (top complaint) · Detailed nutrient tracking provides deep insight into specific vitamin and mineral intake levels (top praise) · Customizable search filters to omit specific food categories or regional items from results (top request) > **TL;DR:** Nutrients - Nutrition Facts is a food & drink app by Pomegranate Apps LLC, rated 4.3/5 by 3.4K users, with Frustrated user sentiment (35/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Nutrients - Nutrition Facts faces Frustrated user sentiment (4.3/5 from 3.4K reviews), with barcode scanner and manual food entry features fail to function correctly following recent updates as the primary user concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.3/5 (3.4K reviews) | | **User Mood** | Frustrated | | **Category** | Food & Drink | | **Developer** | Pomegranate Apps LLC | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | High (0.6/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** Pomegranate Apps LLC - **Category:** Food & Drink - **Target Audience:** Individuals managing specific health conditions like diabetes or heart health, and students of nutrition and dietetics. - **Platforms:** iOS & Android - **Version Audited:** 10.0 - **Audit Date:** 2026-06-21 - **Signal Count:** 49 reviews analyzed - **Confidence:** High (0.6/1.0) - **App Store ID (iOS):** 396836856 - **Bundle ID:** com.PomegranateSoftware.MyFood - **Google Play ID:** com.nutrition.facts - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-06-21 - **Short Description:** The app shows the nutrition facts of more than 8700 food items. ## Executive Snapshot **What it is:** Nutrients is a nutrition reference app for iOS and Android that provides offline access to a database of 200,000 food items. **Why users hire it:** Users hire Nutrients for granular micronutrient tracking and offline data access, serving dietary needs that require more precision than standard calorie-counting apps. ## App DNA (Features & Intent) - **[Differentiator] Offline Nutrition Database:** Access to 200,000 food items without internet connectivity * *User Intent:* Users want uninterrupted access without internet dependency. - **[Differentiator] Nutrient Browser:** Sorting mechanism to identify foods by specific vitamins, minerals, or nutrients - **[Standard] Recipe Builder:** Custom ingredient entry and serving size selection * *User Intent:* Users value self-expression and personalized experiences. ## Market Position {#market-position} Nutrients maintains a consistent presence in the Food & Drink category, typically ranking between #10 and #40 across 80+ regional App Store charts. The discrepancy between its steady chart rank and inconsistent grossing performance indicates it functions primarily as a niche utility rather than a mass-market subscription service. ## Monetization Strategy - **Model:** Freemium - **Tiers:** iOS: $4.99 one-time purchase, Android: Free with ad support - **Price:** iOS: $4.99 - **Analysis:** Monetization is split by platform, with a paid model on iOS and ad-supported model on Android. ## 🔴 User Sentiment (High Confidence: 49 of 49 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.3/5 - **Platform Split:** iOS 4.3/5 (827 ratings) | Android 4.3/5 (2.6K ratings) - **Overall Sentiment:** Frustrated - **Note:** The 4.3/5 store rating reflects cumulative history, while the Frustrated sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **Detailed nutrient tracking provides deep insight into specific vitamin and mineral intake levels** ### Top Complaints (Impact Areas) - **Barcode scanner and manual food entry features fail to function correctly following recent updates** ### Top Requests (What Users Want) - **Customizable search filters to omit specific food categories or regional items from results** ## SWOT Analysis {#swot} **Core Strengths:** - Offline-first database architecture ensures utility in environments without connectivity - Granular micronutrient tracking provides a specialized resource for clinical-grade dietary research **Critical Frictions:** - Barcode scanner and manual entry bugs in the latest version drive high-frequency churn - Search relevance is degraded by obscure, non-local food items **Growth Levers:** - Integration of automated grocery list generation could capture the meal-planning segment - Regional database filtering would improve search utility for international users **Market Threats:** - MyFitnessPal's crowdsourced database scale renders static catalogs obsolete - Eat This Much's meal-planning automation attracts users seeking active guidance over passive logging ## Recent Changes (v2 → v3) {#recent-changes} The app shifted to a freemium monetization model and experienced a decline in stability, with core entry features now causing crashes. **Overall trend**: Declining **Compared at**: 2026-06-21 ### High-impact changes - **[Shifted] Monetization Model Pivot** (pricing) — Pricing model changed from free to freemium, with a $4.99 one-time purchase on iOS and ad-supported access on Android. - **[Declined] Technical Stability Regression** (sentiment) — User sentiment shifted to negative due to new reports of barcode scanner and manual entry crashes. ### Medium-impact changes - **[Shifted] Target Audience Narrowing** (audience) — Audience focus shifted from general health-conscious users to a specialized group including nutrition students and individuals managing specific health conditions. - **[Improved] Feature Competitive Positioning** (features) — Offline database and nutrient browser were upgraded from standard to differentiator status. ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Nutrients - Nutrition Facts vs MyFitnessPal: Calorie Counter — Head to Head - **[MyFitnessPal: Calorie Counter](https://marlvel.ai/intel-report/health-fitness/myfitnesspal-calorie-counter)** by MyFitnessPal, Inc.: Dominates the nutrition tracking market with a massive, crowdsourced food database and deep ecosystem integrations that create a significant barrier to entry. - **Moat strength:** High — sustainable advantage over 12 months - **Key differences:** - Maintains a massive, user-contributed food database that dwarfs the target's curated 200,000-item catalog. - Integrates with hundreds of third-party fitness wearables and health platforms to automate activity-based calorie adjustments. - Offers a robust social community and forum layer that encourages daily retention through peer accountability. - **Where Nutrients - Nutrition Facts wins:** - ✅ Provides a completely offline-first experience that functions without requiring an active internet connection for database lookups. - ✅ Focuses on granular micronutrient and chemical compound data which appeals to power users and specialized dietary researchers. - **Where MyFitnessPal: Calorie Counter wins:** - ❌ Leverages a massive network effect through crowdsourced food entries that keeps their database perpetually current. - ❌ Offers a comprehensive ecosystem of third-party hardware integrations that the target app currently lacks. - **Verdict:** The target app should lean into its offline-first, high-fidelity data niche to avoid a direct feature-parity war with MyFitnessPal's massive, cloud-dependent ecosystem. ### Contenders (Strong Challengers) - **[Lose It! – Calorie Counter](https://marlvel.ai/intel-report/health-fitness/com-fitnow-loseit)** by FitNow [Moat: Medium]: A highly polished, high-velocity competitor that excels in user experience and gamification of weight loss goals. - Utilizes aggressive gamification and visual progress tracking to maintain higher daily user engagement than the target. - Ships frequent UI/UX updates that prioritize ease of logging, reducing the friction of manual food entry. - **[Calorie Counter by fatsecret](https://marlvel.ai/intel-report/health-fitness/com-fatsecret-caloriecounter)** by fatsecret [Moat: Medium]: A long-standing, reliable alternative that provides a balanced feature set across both mobile and web platforms. - Provides a consistent cross-platform experience that allows users to sync data seamlessly between mobile and desktop. - Offers a more streamlined, utilitarian interface that avoids the bloat found in larger, ad-heavy fitness apps. - **[Calorie Counter - MyNetDiary](https://marlvel.ai/intel-report/health-fitness/com-mynetdiary-mynetdiary)** by MyNetDiary Inc. [Moat: Medium]: Strong focus on clinical-grade nutrition tracking and diet quality analysis, positioning it as a premium health tool. - Includes advanced diet quality scoring and clinical-grade reporting features that go beyond simple calorie counting. - Maintains a high-quality, verified food database that reduces the noise often found in crowdsourced alternatives. ### Peers (What They Do Better) - **[Bobby Approved - Food Scanner](https://marlvel.ai/intel-report/food-drink/com-flavcity-bobbyapproved)** by BA Global Holdings, LLC: Focuses on food quality and ingredient transparency rather than just caloric or macronutrient tracking. - Prioritizes ingredient-level health scoring to help users identify processed additives and inflammatory food components. - Uses a barcode scanner-first UX that simplifies the process of evaluating packaged goods in real-time. - **[MacroFactor - Macro Tracker](https://marlvel.ai/intel-report/health-fitness/com-sbs-diet)** by Stronger By Science Technologies LLC: Targets the prosumer and athlete demographic with a focus on data-driven, adaptive coaching algorithms. - Employs adaptive TDEE (Total Daily Energy Expenditure) algorithms that automatically adjust calorie targets based on weight trends. - Adopts a strictly ad-free, subscription-based monetization model that appeals to users tired of cluttered, ad-supported interfaces. - **[Calorie Counter +](https://marlvel.ai/intel-report/health-fitness/calorie-counter)** by NutraTech Ltd: A specialized tool with a strong regional focus and high-quality, verified food data for specific markets. - Focuses on high-accuracy, verified food data that minimizes the errors common in user-generated databases. - Provides a simplified, clean interface that targets users who prefer manual control over automated tracking. ### New Kids on the Block (What's Innovative) - **[Eat This Much - Meal Planner](https://marlvel.ai/intel-report/health-fitness/eat-this-much-meal-planner)** by Eat This Much Inc.: Rapidly evolving from a meal planner into a comprehensive nutrition management tool with high release velocity. ## App Momentum (Zombie) {#momentum} - Ships bug fixes in latest release. - Maintains offline-first database utility. > **Cadence:** 5 total versions · 0 majors in last 6 months · 393 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Nutrients - Nutrition Facts is a challenged food & drink app that is free with in-app purchases. With a 4.3/5 rating from 3.4K reviews, it faces significant user friction. > **Bottom Line:** Nutrients holds a strong niche in micronutrient tracking, but the latest version's failure of core entry features threatens its retention, so the PM must prioritize stability over new feature development to stop the sentiment decline. **Best for:** Individuals managing specific health conditions like diabetes or heart health, and students of nutrition and dietetics. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] [HIGH IMPACT] Rebuild barcode scanner logic because it is the top-cited crash trigger → restore core utility — *Barcode scanner crashes are the #1 complaint theme in user sentiment data.* _(trade-off: deprioritize Pause the recipe-builder UI refresh — core stability is a prerequisite for retention.)_ - [ ] [MAINTAIN] [MEDIUM IMPACT] Implement search filtering by region because search clutter is a top-3 complaint → improve search relevance — *Users report search results are cluttered with obscure, non-local food items.* _(trade-off: deprioritize Same-quarter capacity available — no major lever displaced.)_ ### Feature Gaps vs Competitors - Crowdsourced food database (available in MyFitnessPal but absent here) - Automated meal planning (available in Eat This Much but absent here) ### Outlook: Declining The nutrition tracking market is consolidating around apps that offer active guidance and frictionless logging, leaving Nutrients exposed due to its reliance on manual entry and static data. Unless the team resolves the current entry bugs and improves search relevance, the app will continue to lose ground to competitors that offer automated meal planning and higher data accuracy. - 🔴 Persistent barcode and manual entry bugs in the latest version erode user trust, leading to a decline in daily active usage. - ⚪ Recent update cadence focuses on stability, suggesting the team is in maintenance mode rather than active feature expansion. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.3/5 | | Total Reviews | 3.4K | | Sentiment | Frustrated (35/100) | | Confidence | High | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Nutrients - Nutrition Facts** (this app) | 4.3/5 | Frustrated | Pomegranate Apps LLC | | [Bobby Approved - Food Scanner](https://marlvel.ai/intel-report/food-drink/com-flavcity-bobbyapproved) | 4.9/5 | N/A | BA Global Holdings, LLC | | [MacroFactor - Macro Tracker](https://marlvel.ai/intel-report/health-fitness/com-sbs-diet) | 4.8/5 | Mixed | Stronger By Science Technologies LLC | | [Calorie Counter - MyNetDiary](https://marlvel.ai/intel-report/health-fitness/com-mynetdiary-mynetdiary) | 4.8/5 | N/A | MyNetDiary Inc. | | [Lose It! – Calorie Counter](https://marlvel.ai/intel-report/health-fitness/com-fitnow-loseit) | 4.8/5 | Mixed | FitNow | | [MyFitnessPal: Calorie Counter](https://marlvel.ai/intel-report/health-fitness/myfitnesspal-calorie-counter) | 4.7/5 | Mixed | MyFitnessPal, Inc. | ## Company Profile - **Developer:** Pomegranate Apps LLC - **Website:** [https://hotgames.kz](https://hotgames.kz) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/nutrients-nutrition-facts/id396836856?uo=2) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.nutrition.facts&hl=en&gl=us) - **Dev Site:** [Official Website](https://hotgames.kz) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*Bobby Approved - Food Scanner*](https://marlvel.ai/intel-report/food-drink/com-flavcity-bobbyapproved) (BA Global Holdings, LLC) — 4.9/5 Rating | N/A Sentiment - [*MacroFactor - Macro Tracker*](https://marlvel.ai/intel-report/health-fitness/com-sbs-diet) (Stronger By Science Technologies LLC) — 4.8/5 Rating | Mixed Sentiment - [*Calorie Counter - MyNetDiary*](https://marlvel.ai/intel-report/health-fitness/com-mynetdiary-mynetdiary) (MyNetDiary Inc.) — 4.8/5 Rating | N/A Sentiment - [*Lose It! – Calorie Counter*](https://marlvel.ai/intel-report/health-fitness/com-fitnow-loseit) (FitNow) — 4.8/5 Rating | Mixed Sentiment - [*MyFitnessPal: Calorie Counter*](https://marlvel.ai/intel-report/health-fitness/myfitnesspal-calorie-counter) (MyFitnessPal, Inc.) — 4.7/5 Rating | Mixed Sentiment - [*Calorie Counter +*](https://marlvel.ai/intel-report/health-fitness/calorie-counter) (NutraTech Ltd) — 4.8/5 Rating | N/A Sentiment - [*Eat This Much - Meal Planner*](https://marlvel.ai/intel-report/health-fitness/eat-this-much-meal-planner) (Eat This Much Inc.) — 4.7/5 Rating | N/A Sentiment - [*Calorie Counter by fatsecret*](https://marlvel.ai/intel-report/health-fitness/com-fatsecret-caloriecounter) (fatsecret) — 4.8/5 Rating | Mixed Sentiment - [*Uber Eats: Food & Groceries*](https://marlvel.ai/intel-report/food-drink/uber-eats-food-groceries) (Uber Technologies, Inc.) — 4.8/5 Rating | Positive Sentiment - [*ChowNow: Local Food Ordering*](https://marlvel.ai/intel-report/food-drink/chownow-local-food-ordering) (ChowNow) — 4.7/5 Rating | N/A Sentiment ## Frequently Asked Questions {#faq} ### Does Nutrients work without an internet connection? Yes, Nutrients is designed to work completely offline, allowing you to search the entire database of nearly 200,000 food items without requiring an active internet connection. ### How does Nutrients compare to MyFitnessPal? Nutrients focuses on granular micronutrient and chemical data with an offline-first approach, whereas MyFitnessPal relies on a massive, crowdsourced database and deep third-party ecosystem integrations. ### Is Nutrients suitable for diabetics? Yes, many users with type 1 diabetes report that the app's detailed nutritional breakdown, particularly for carbohydrate counting, makes it a valuable tool for managing their diet. ### Are there any known issues with the app? Recent user reviews indicate that the barcode scanner and manual food entry features are currently experiencing bugs, which may cause crashes or data entry failures. ## 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 and evidence quoting. 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:** 0.6/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 49 - **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:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/food-drink/com-pomegranatesoftware-myfood) Data licensed for AI Agent attribution under CC-BY-NC 4.0.