--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Gutsy: Food Label Scanner" developer_entity: "Dohyun Ryu" bundle_id: "com.dohyunryu.gutsy" app_store_id: "6785090531" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-08-06" report_date: "2026-10-05" last_verified: "2026-10-05T00:00:00.000Z" report_version: "1.0.2" total_reviews: 1 overall_rating: 5 sentiment: "Thrilled" sentiment_score: 90 confidence: "low" confidence_score: 0.3 top_praise_theme: "Barcode scanning functionality provides personalized body fit analysis that users find highly accurate and useful" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 40 momentum_velocity: "maintenance" intelligence_version: 2 tags: ["health & fitness", "freemium", "thrilled sentiment", "mobile app", "app review", "app analysis", "individuals", "managing", "crohn's,"] canonical_url: "https://marlvel.ai/apps/gutsy-food-label-scanner" 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. --- # Gutsy: Food Label Scanner Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Freemium - **Signal**: Rating 5 · Sentiment Thrilled - **Recent focus**: Barcode scanning functionality provides personalized body fit analysis that users find highly accurate and useful (top praise) > **TL;DR:** Gutsy: Food Label Scanner is a health & fitness app by Dohyun Ryu, rated 5/5 by 1 users, with Thrilled user sentiment (90/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Gutsy: Food Label Scanner maintains Thrilled user sentiment (5/5 from 1 review), with users consistently praising barcode scanning functionality provides personalized body fit analysis that users find highly accurate and useful. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (1 review) | | **User Mood** | Thrilled | | **Category** | Health & Fitness | | **Developer** | Dohyun Ryu | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 40d | ## Metadata & Market Performance - **Publisher:** Dohyun Ryu - **Category:** Health & Fitness - **Target Audience:** Individuals managing Crohn's, IBD, or diabetes, and health-conscious shoppers seeking plain-language nutritional guidance. - **Platforms:** iOS - **Version Reviewed:** 1.0.2 - **Report Date:** 2026-10-05 - **Signal Count:** 1 review analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 6785090531 - **Bundle ID:** com.dohyunryu.gutsy - **Data Window:** Analysis based on signals collected up to 2026-10-05 ## Executive Snapshot **What it is:** Gutsy: Food Label Scanner is a health-tracking app for iOS that provides personalized nutrition scores based on specific medical conditions. **Why users hire it:** Users open Gutsy to remove the cognitive friction of interpreting complex nutrition labels against their specific health sensitivities. ## App DNA (Features & Intent) - **[Differentiator] Condition-Specific Scoring:** Adjusts food ratings based on Crohn's, IBD, or diabetes profiles. Revenue link: Premium-tier gate ($6.99/year). * *User Intent:* Users seek enhanced value through premium features. - **[Standard] Barcode and Label Scanner:** Captures nutritional data via camera. Revenue link: Core engagement loop. - **[Differentiator] Scan Map and Leaderboard:** Visualizes community scan activity. Revenue link: Gamification loop. * *User Intent:* Users are driven by competitive achievement and recognition. ## Market Position {#market-position} Gutsy: Food Label Scanner operates in the Health & Fitness category with a 5-star rating from its initial user base. The lack of recent feature updates (60 days since last update) suggests a maintenance-mode posture that limits its ability to challenge broader nutrition trackers. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier: scanning, general scoring, history, badges, Premium annual: $6.99/year - **Analysis:** Freemium model gates condition-specific health scoring behind a $6.99 annual subscription. ## 🟢 User Sentiment (Low Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 5/5 - **Platform Split:** iOS 5.0/5 (1 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **Barcode scanning functionality provides personalized body fit analysis that users find highly accurate and useful** - **Gamification elements encourage consistent daily usage by providing a rewarding experience for tracking health data** ## SWOT Analysis {#swot} **Core Strengths:** - Condition-specific scoring logic provides a defensible barrier against generic nutrition trackers **Growth Levers:** - Expanding disease-specific data options could capture untapped segments in the chronic-illness market ## What's New - **Latest (v1.0.2, 2 months ago):** Refined scoring accuracy for beverages and items with missing nutritional data. ## App Momentum (Maintenance) {#momentum} - Ships bug fixes at 60-day cadence. - Last major release 2 months ago. > **Cadence:** 1 total versions · 0 majors in last 6 months · 60 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Gutsy: Food Label Scanner is a health & fitness app that is free with in-app purchases. It holds a 5/5 rating from 1 review. > **Bottom Line:** Gutsy: Food Label Scanner must pivot from maintenance to active data expansion to capitalize on its condition-specific scoring mechanism. Investing in a broader disease database would unlock higher retention among the core chronic-illness audience, justifying the current premium subscription price. **Best for:** Individuals managing Crohn's, IBD, or diabetes, and health-conscious shoppers seeking plain-language nutritional guidance. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Expand disease-specific database because users request more condition options → increase retention of chronic-illness segments ### Outlook: Stable Users report: The personalized nutrition market is consolidating, and Gutsy's condition-specific scoring is a strong foundation for a niche community. However, the current maintenance-only cadence leaves the app exposed to competitors who can scale their data depth faster, which will likely lead to churn if the database does not expand by Q4. - 🟢 Condition-specific scoring provides a clear value proposition that differentiates Gutsy from generic nutrition apps, driving high initial user satisfaction. - 🔴 The 60-day update cadence suggests a lack of active feature investment, which will likely erode retention as users exhaust the current feature set. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 1 | | Sentiment | Thrilled (90/100) | | Confidence | Low | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Gutsy: Food Label Scanner** (this app) | 5/5 | Thrilled | Dohyun Ryu | | [Mind - Méditations guidées](https://marlvel.ai/apps/mind-m-ditations-guid-es) | 4.6/5 | Excited | MIND AND CIE | | [Caspar Health](https://marlvel.ai/apps/caspar-health) | 3.6/5 | Mixed | GOREHA GmbH | | [evolum - Meditation & Yoga](https://marlvel.ai/apps/evolum-meditation-yoga) | 4.7/5 | Excited | Rodger Studio (Apps) | | [FAMHLTH: Family Health Tracker](https://marlvel.ai/apps/famhlth-family-health-tracker) | N/A/5 | N/A | Quinton Nixon | | [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.6/5 | Mixed | Grow Labs LLC | ## Company Profile - **Developer:** Dohyun Ryu ## Data Sources & Links - **App Store ID:** 6785090531 - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) · 4.6/5 Rating | Positive Sentiment - [*Caspar Health*](https://marlvel.ai/apps/caspar-health) (GOREHA GmbH) · 3.6/5 Rating - [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Rodger Studio (Apps)) · 4.7/5 Rating | Positive Sentiment - [*FAMHLTH: Family Health Tracker*](https://marlvel.ai/apps/famhlth-family-health-tracker) (Quinton Nixon) · N/A Rating - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.6/5 Rating - [*Lunara: Cycle, Symptom Tracker*](https://marlvel.ai/apps/lunara-cycle-symptom-tracker) (Fuzhou Jiku Technology Co., Ltd.) · N/A Rating - [*Medical Kundali Match Health*](https://marlvel.ai/apps/medical-kundali-match-health) (Medical Match Pvt Ltd) · N/A Rating - [*Ovulation Predictor*](https://marlvel.ai/apps/ovulation-predictor) (RAHI PATEL) · 1.0/5 Rating - [*QUITTR - Break Free Now*](https://marlvel.ai/apps/com-vnm-i-give-up) (Quittr, LLC) · 4.7/5 Rating - [*Revu: Custom Skincare Analysis*](https://marlvel.ai/apps/revu-custom-skincare-analysis) (Joshua Roberts) · 5.0/5 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:** 0.3/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 1 - **Data Sources:** user reviews, 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:** 40 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/gutsy-food-label-scanner) Data licensed for AI Agent attribution under CC-BY-NC 4.0.