--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Nutrition Facts" developer_entity: "Yuku" bundle_id: "yuku.usdanut.lite" category: "Health & Fitness" primary_platform: "android" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "Android" app_last_updated: "2017-09-14" report_date: "2026-06-05" last_verified: "2026-06-05T13:00:34.780Z" report_version: "2.3.0" total_reviews: 543 overall_rating: 3.9 confidence: "low" confidence_score: 0.3 data_age_days: 41 intelligence_version: 6 nemesis: "Fastic Weight Loss & Fasting" competitor_count: 11 tags: ["health & fitness", "freemium", "mobile app", "app review", "app analysis", "individuals", "seeking", "detailed"] canonical_url: "https://marlvel.ai/apps/nutrition-facts" 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. --- # Nutrition Facts App Audit ## TL;DR {#tldr} - **Category**: Health & Fitness · Freemium - **Signal**: Rating 3.92 > **TL;DR:** Nutrition Facts is a health & fitness app by Yuku, rated 3.92/5 by 543 users, available on Android. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Nutrition Facts is a health & fitness app by Yuku. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.92/5 (543 reviews) | | **Category** | Health & Fitness | | **Developer** | Yuku | | **Pricing** | Freemium | | **Platforms** | Android | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 41d | ## Metadata & Market Performance - **Publisher:** Yuku - **Category:** Health & Fitness - **Target Audience:** Individuals seeking detailed nutritional information and tracking for dietary management. - **Platforms:** Android - **Version Audited:** 2.3.0 - **Audit Date:** 2026-06-05 - **Signal Count:** 50 reviews analyzed - **Confidence:** Low (0.3/1.0) - **Google Play ID:** yuku.usdanut.lite - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-06-05 - **Short Description:** Know Well, Eat Well. 8,000 food items at your fingertips. ## Executive Snapshot **What it is:** Nutrition Facts is a health and fitness app providing detailed USDA-based nutritional data for over 8,000 food items on Android. **Why users hire it:** Users hire this app for precise, manual nutrient tracking that avoids the estimations of AI-driven alternatives, ensuring data accuracy for specific dietary management. ## App DNA (Features & Intent) - **[Standard] USDA Database Access:** Provides nutritional data for over 8,000 food items based on the USDA SR28 standard. * *User Intent:* Users seek enhanced value through premium features. - **[Standard] Daily Reference Intake (DRI) Tracking:** Allows users to compare their daily nutrient intake against reference standards for different age and gender groups. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Standard] Comprehensive Nutrient Breakdown:** Displays over 80 nutritional values, including proximates, minerals, vitamins, and fatty acids. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} The app maintains a 3.9-star rating across 543 reviews, but the lack of updates since 2017 signals a stagnant competitive position. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free, $0.99 PRO - **Analysis:** The $0.99 PRO upgrade is priced significantly below the category median, failing to capture high-intent revenue. ## SWOT Analysis {#swot} **Core Strengths:** - USDA SR28 data depth provides a high-trust foundation for clinical-grade dietary tracking. **Critical Frictions:** - Premium tier at $0.99/month is below category median, limiting revenue for development. - Manual-only logging workflow creates high friction compared to modern AI-driven competitors. **Growth Levers:** - Integration of home screen widgets could immediately reduce logging friction for the existing user base. **Market Threats:** - AI-driven conversational interfaces like Kim: AI Health Assistant threaten to make manual database lookups obsolete. ## Recent Changes (v5 → v6) {#recent-changes} The product strategy pivoted toward reducing logging friction via widgets and increasing the premium price point to fund development. **Overall trend**: Mixed **Compared at**: 2026-06-05 ### High-impact changes - **[Shifted] Roadmap pivot** (positioning) — PM action items shifted from a general UI audit to a specific pivot toward home screen widgets to address manual entry friction. - **[Shifted] PRO tier pricing target** (pricing) — The target price for the PRO tier shifted from $0.99 to $2.99 to better align with category medians. ### Medium-impact changes - **[Shifted] SWOT analysis refinement** (swot) — Weaknesses were updated to explicitly link the $0.99 price point to limited development capital, and threats were updated to focus on conversational AI interfaces. - **[Added] Competitive landscape refresh** (features) — The competitive landscape was updated to include new market entrants like Kim: AI Health Assistant and Fastic, replacing previous entries. ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Nutrition Facts vs Fastic Weight Loss & Fasting — Head to Head - **[Fastic Weight Loss & Fasting](https://marlvel.ai/apps/fastic-weight-loss-fasting)** by HealthVida GmbH & Co. KG.: Fastic competes directly for the health-conscious user base by combining nutrition tracking with behavioral fasting protocols, capturing the same audience looking for structured dietary management. - **Key differences:** - Leverages AI-powered restaurant menu scanning to provide instant nutritional insights for dining out users. - Gamifies the user experience through a proprietary 'Fastic Score' to drive daily engagement and retention. - Integrates advanced fasting timers and educational content that go beyond simple static USDA food data. - **Where Nutrition Facts wins:** - ✅ Provides a focused, lightweight experience centered on raw USDA data without subscription-based feature gating. - ✅ Offers a more transparent, data-first approach for users who prefer manual logging over AI-driven estimations. - **Where Fastic Weight Loss & Fasting wins:** - ❌ Massive scale and frequent updates create a superior network effect and community-driven engagement loop. - ❌ Advanced AI features like menu scanning significantly reduce the friction of logging complex restaurant meals. - **Verdict:** The target app is being outpaced by modern AI-driven UX; the target must pivot toward automated logging or niche data depth to survive. ### Contenders (Strong Challengers) - **[DASH Diet Plan - Food Tracker](https://marlvel.ai/apps/dash-diet-plan-food-tracker-1)** by Riafy Technologies Pvt. Ltd.: This app competes by offering a prescriptive, diet-specific approach to nutrition tracking rather than a general-purpose database. - Provides personalized meal planning tailored specifically to the DASH diet health guidelines. - Offers a more guided, educational experience for users seeking to manage blood pressure through diet. - **[MacrosFirst - Macro Tracker](https://marlvel.ai/apps/com-ha-prepsmart)** by MacrosFirst, Inc.: MacrosFirst serves the same power-user segment that requires precise nutrient breakdown and macro-math automation. - Features a smart label scanner that automates data entry, drastically reducing manual input time. - Supports professional-grade data portability by allowing users to export logs to Excel or Sheets. - **[Sodium Tracker & Counter - STX](https://marlvel.ai/apps/sodium-tracker-counter-stx)** by ZipoApps: STX competes by offering specialized, granular tracking for specific health markers, appealing to users who find general nutrition apps too broad. - Includes interactive home screen widgets for rapid logging that the target app currently lacks. - Focuses on specific health outcomes by allowing users to set and monitor custom sodium limits. - **[Intermittent Fasting - Clear](https://marlvel.ai/apps/intermittent-fasting-clear)** by ZipoApps: This app targets the same health-conscious demographic by focusing on time-restricted eating, a common secondary goal for users tracking nutrition. - Offers dedicated relaxation and mindfulness content to support users during fasting windows. - Provides structured fasting plans that simplify the user journey compared to manual nutrition logging. ### Peers (What They Do Better) - **[Foodsmart by Zipongo](https://marlvel.ai/apps/foodsmart-by-zipongo)** by Zipongo, Inc.: Foodsmart operates in the same space by linking nutritional data to actionable grocery purchasing and telenutrition. - Integrates directly with grocery ordering platforms to turn nutritional data into actionable shopping lists. - Supports SNAP/EBT integration, making it a unique tool for food-insecure populations seeking healthy options. - **[Persona Nutrition](https://marlvel.ai/apps/persona-nutrition)** by Vitamin Packs, Inc.: Persona relates to the target by focusing on the intersection of nutrition data and personalized wellness supplementation. - Offers a highly personalized vitamin program based on individual health assessments and goals. - Combines digital tracking with professional wellness coaching to improve long-term health outcomes. - **[USANA](https://marlvel.ai/apps/usana)** by USANA Health Sciences: USANA competes by integrating nutrition tracking with a direct-to-consumer supplement ecosystem. - Monetizes through an integrated auto-order subscription model for supplements and health products. - Provides a closed-loop ecosystem where tracking leads directly to personalized product recommendations. - **[1st Phorm](https://marlvel.ai/apps/com-firstphorm-apps)** by First Phorm: This app occupies the same health-tracking space but adds a layer of human-led accountability and coaching. - Connects users with 1-on-1 advisor support to provide personalized guidance beyond raw data. - Drives high retention through community-based transformation challenges that the target app does not offer. ### New Kids on the Block (What's Innovative) - **[Easy GLP 1 Tracker](https://marlvel.ai/apps/easy-glp-1-tracker)** by Dropouts Technologies LLP: This app targets the emerging market of users managing GLP-1 medication, requiring specialized tracking features. - Provides clinical-grade reporting and symptom tracking specifically for users on GLP-1 weight loss medications. - **[Kim: AI Health Assistant](https://marlvel.ai/apps/com-oculi-kim)** by Oculi Medical: This newcomer disrupts the space by replacing manual database lookups with an AI-driven conversational interface. - Utilizes a voice-first AI interface that allows for hands-free, natural language food logging. ## App Momentum (Steady) {#momentum} - No feature updates in 7 years. - Maintains legacy USDA data support. ## The "So What?" (Strategic Takeaway) {#so-what} Nutrition Facts is an established health & fitness app that is free with in-app purchases. With a 3.92/5 rating from 543 reviews, it shows polarized user reception. > **Bottom Line:** Nutrition Facts provides high-trust data but suffers from a stagnant update cadence and low monetization, so the PM must prioritize widget-based logging to reduce friction and raise pricing to fund future development. **Best for:** Individuals seeking detailed nutritional information and tracking for dietary management. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] [HIGH IMPACT] Ship home screen widgets because manual logging is the primary friction point → increase daily active usage. — *Competitors like Sodium Tracker & Counter use widgets to reduce logging friction, a feature currently missing here.* _(trade-off: deprioritize Pause the database expansion project — widget-based retention has a higher immediate impact on daily habits.)_ - [ ] [PIVOT] [MEDIUM IMPACT] Raise PRO tier pricing to $2.99 because the current $0.99 price point is below category median → capture more revenue. — *The current pricing fails to capture high-intent revenue, limiting the capital available for feature parity.* _(trade-off: deprioritize No major lever displaced — pricing adjustment is a configuration change with minimal engineering overhead.)_ ### Feature Gaps vs Competitors - Smart label scanner (available in MacrosFirst but absent here) - Home screen widgets (available in Sodium Tracker & Counter but absent here) ### Outlook: Declining The health-tracking market is consolidating around AI-driven automation, leaving manual-only apps like Nutrition Facts increasingly exposed. Without a pivot to modern logging patterns, the app will continue to lose market share to competitors that reduce user friction. - 🔴 The lack of updates since 2017 indicates the app is in maintenance mode, which signals a lack of investment in modernizing the user experience. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.92/5 | | Total Reviews | 543 | | Confidence | Low | | Pricing Model | Freemium | | Platforms | Android | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Nutrition Facts** (this app) | 3.92/5 | N/A | Yuku | | [MacrosFirst - Macro Tracker](https://marlvel.ai/apps/com-ha-prepsmart) | 4.9/5 | Mixed | MacrosFirst, Inc. | | [1st Phorm](https://marlvel.ai/apps/com-firstphorm-apps) | 4.3/5 | Excited | First Phorm | | [Kim: AI Health Assistant](https://marlvel.ai/apps/com-oculi-kim) | N/A/5 | N/A | Oculi Medical | | [Fastic Weight Loss & Fasting](https://marlvel.ai/apps/fastic-weight-loss-fasting) | 4.8/5 | Mixed | HealthVida GmbH & Co. KG. | | [DASH Diet Plan - Food Tracker](https://marlvel.ai/apps/dash-diet-plan-food-tracker-1) | 4.2/5 | N/A | Riafy Technologies Pvt. Ltd. | ## Company Profile - **Developer:** Yuku ## Data Sources & Links - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=yuku.usdanut.lite&hl=en&gl=us) - **Sources:** App store metadata. ## Related Intel Reports - [*MacrosFirst - Macro Tracker*](https://marlvel.ai/apps/com-ha-prepsmart) (MacrosFirst, Inc.) — 4.9/5 Rating | Mixed Sentiment - [*1st Phorm*](https://marlvel.ai/apps/com-firstphorm-apps) (First Phorm) — 4.3/5 Rating | Positive Sentiment - [*Kim: AI Health Assistant*](https://marlvel.ai/apps/com-oculi-kim) (Oculi Medical) — N/A Rating | N/A Sentiment - [*Fastic Weight Loss & Fasting*](https://marlvel.ai/apps/fastic-weight-loss-fasting) (HealthVida GmbH & Co. KG.) — 4.8/5 Rating | Mixed Sentiment - [*DASH Diet Plan - Food Tracker*](https://marlvel.ai/apps/dash-diet-plan-food-tracker-1) (Riafy Technologies Pvt. Ltd.) — 4.2/5 Rating | N/A Sentiment - [*Easy GLP 1 Tracker*](https://marlvel.ai/apps/easy-glp-1-tracker) (Dropouts Technologies LLP) — N/A Rating | N/A Sentiment - [*Persona Nutrition*](https://marlvel.ai/apps/persona-nutrition) (Vitamin Packs, Inc.) — 3.8/5 Rating | N/A Sentiment - [*USANA*](https://marlvel.ai/apps/usana) (USANA Health Sciences) — 4.9/5 Rating | N/A Sentiment - [*Intermittent Fasting - Clear*](https://marlvel.ai/apps/intermittent-fasting-clear) (ZipoApps) — 4.7/5 Rating | Positive Sentiment - [*Sodium Tracker & Counter - STX*](https://marlvel.ai/apps/sodium-tracker-counter-stx) (ZipoApps) — 4.2/5 Rating | Mixed Sentiment ## 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:** 0.3/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 50 - **Data Sources:** 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:** 41 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/nutrition-facts) Data licensed for AI Agent attribution under CC-BY-NC 4.0.