--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Nutrition Info" developer_entity: "Mike Thomas" bundle_id: "com.Vault-Tec.Nutrition" app_store_id: "1099513418" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2024-03-07" report_date: "2026-08-08" last_verified: "2026-08-08T00:00:00.000Z" report_version: "1.3.11" total_reviews: 7737 overall_rating: 4.8 sentiment: "Excited" sentiment_score: 65 confidence: "medium" confidence_score: 0.6 top_praise_theme: "Simple and clean interface allows users to quickly access nutritional data without unnecessary social clutter" top_complaint_theme: "Barcode scanner functionality fails to operate correctly, causing the app to crash or remain unresponsive" review_sample_size: 49 total_review_count: 49 analyzed_review_count: 49 data_age_days: 53 momentum_velocity: "zombie" intelligence_version: 3 tags: ["health & fitness", "free", "excited sentiment", "mobile app", "app review", "app analysis", "health-conscious", "individuals", "dieters"] canonical_url: "https://marlvel.ai/apps/nutrition-info" 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 Info Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Free - **Signal**: Rating 4.82 · Sentiment Excited - **Recent focus**: Barcode scanner functionality fails to operate correctly, causing the app to crash or remain unresponsive (top complaint) · Simple and clean interface allows users to quickly access nutritional data without unnecessary social clutter (top praise) > **TL;DR:** Nutrition Info is a health & fitness app by Mike Thomas, rated 4.82/5 by 7.7K users, with Excited user sentiment (65/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Nutrition Info maintains Excited user sentiment (4.82/5 from 7.7K reviews), with users consistently praising simple and clean interface allows users to quickly access nutritional data without unnecessary social clutter. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.82/5 (7.7K reviews) | | **User Mood** | Excited | | **Category** | Health & Fitness | | **Developer** | Mike Thomas | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.6/1.0) | | **Data Age** | 53d | ## Metadata & Market Performance - **Publisher:** Mike Thomas - **Category:** Health & Fitness - **Target Audience:** Health-conscious individuals and dieters tracking food intake through restaurant and grocery store data. - **Platforms:** iOS - **Version Reviewed:** 1.3.11 - **Report Date:** 2026-08-08 - **Signal Count:** 49 reviews analyzed - **Confidence:** Medium (0.6/1.0) - **App Store ID (iOS):** 1099513418 - **Bundle ID:** com.Vault-Tec.Nutrition - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-08-08 ## Executive Snapshot **What it is:** Nutrition Info is a health-tracking utility for iOS that provides nutritional facts, calorie charts, and a barcode scanner for food items. **Why users hire it:** Users hire this app for quick, ad-free access to macronutrient data without the social clutter or subscription gates found in larger fitness platforms. ## App DNA (Features & Intent) - **[Standard] Barcode Scanner:** Camera-based lookup for nutritional data on packaged goods. Revenue link: Increases session utility for grocery shoppers, expanding ad-inventory via frequent app opens. - **[Standard] Nutritional Facts Database:** Searchable repository of food items, restaurant meals, and store brands. Revenue link: Core utility drives daily active usage, expanding ad-inventory per user session. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Standard] Calorie Breakdown Chart:** Visual representation of caloric intake data. Revenue link: Visual feedback loop encourages repeat check-ins, increasing DAU/MAU ratio. ## Market Position {#market-position} Nutrition Info maintains a 4.82-star rating across 7,737 reviews, positioning itself as a high-utility, ad-free alternative in the Health & Fitness category. The lack of updates for over 29 months signals a maintenance-mode posture that risks losing ground to active competitors. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app operates as a free utility with no visible subscription or IAP gates. ## 🟢 User Sentiment (Medium Confidence: 49 of 49 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.82/5 - **Platform Split:** iOS 4.8/5 (7.7K ratings) - **Overall Sentiment:** Excited ### Top Praises - **Simple and clean interface allows users to quickly access nutritional data without unnecessary social clutter** - **Comprehensive food database provides accurate macronutrient information for diabetic insulin dosing and health management** - **Free access to nutritional information without intrusive advertisements makes the tool highly accessible for users** ### Top Complaints (Impact Areas) - **Barcode scanner functionality fails to operate correctly, causing the app to crash or remain unresponsive** ## SWOT Analysis {#swot} **Core Strengths:** - Ad-free interface drives high user satisfaction - Comprehensive database supports specific medical needs like insulin dosing **Growth Levers:** - Implement daily total calculator to increase session depth - Add mineral tracking to capture kidney-health segment ## Recent Changes (v2 → v3) {#recent-changes} The app's competitive outlook has shifted to declining due to prolonged development silence and persistent technical instability. **Overall trend**: Declining **Compared at**: 2026-08-08 ### High-impact changes - **[Declined] Outlook Trend** (positioning) ### Medium-impact changes - **[Added] New SWOT items** (swot) - **[Added] New PM Action Item** (features) ## What's New - **Latest (v1.3.11, 2 years ago):** Compliance updates. ## App Momentum (Zombie) {#momentum} - No feature updates in 29 months. - Last release occurred March 2024. > **Cadence:** 1 total versions · 0 majors in last 6 months · 883 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Nutrition Info is a market-leading health & fitness app that is completely free. With a 4.82/5 rating from 7.7K reviews, it delivers strong user satisfaction. > **Bottom Line:** Nutrition Info retains a loyal base through its ad-free, data-focused utility, but the 29-month development silence and persistent scanner crashes create a high churn risk, so the developer must prioritize stability fixes to defend the current rating baseline. **Best for:** Health-conscious individuals and dieters tracking food intake through restaurant and grocery store data. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Repair barcode scanner because scanner crashes are the top complaint → stabilize user retention ### Outlook: Declining Users report: The health-tracking market is consolidating around apps with frequent live-ops and feature updates, leaving Nutrition Info exposed due to its long development silence. The lack of active maintenance will likely accelerate user churn as technical debt continues to degrade the core scanner utility. - 🔴 The 29-month update gap indicates the app is in maintenance mode, which prevents it from addressing critical scanner bugs and user requests. - 🔴 Persistent barcode scanner crashes drive negative sentiment, which will eventually compress the current 4.8-star rating as users churn to more stable alternatives. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.82/5 | | Total Reviews | 7.7K | | Sentiment | Excited (65/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Nutrition Info** (this app) | 4.82/5 | Excited | Mike Thomas | | [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:** Mike Thomas - **Website:** [https://rectangle.software](https://rectangle.software) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/nutrition-info/id1099513418?uo=4) - **Dev Site:** [Official Website](https://rectangle.software) - **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 | Positive 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:** 0.6/1.0 (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:** 53 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/nutrition-info) Data licensed for AI Agent attribution under CC-BY-NC 4.0.