--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Ungredients - Food Scanner" developer_entity: "Tony Gentilcore" bundle_id: "org.ungredients" app_store_id: "1347423150" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2018-03-03" report_date: "2026-08-12" last_verified: "2026-08-12T00:00:00.000Z" report_version: "1.0.3" total_reviews: 6 overall_rating: 4.2 sentiment: "Thrilled" sentiment_score: 90 confidence: "low" confidence_score: 0.25 top_praise_theme: "The free access model provides high value for users seeking ingredient information without upfront costs" top_complaint_theme: "Inconsistent success rates when identifying product ingredients limit the reliability of the scanning feature" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 4 momentum_velocity: "zombie" intelligence_version: 3 tags: ["health & fitness", "free", "thrilled sentiment", "mobile app", "app review", "app analysis", "health-conscious", "consumers", "interested"] canonical_url: "https://marlvel.ai/apps/ungredients-food-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. --- # Ungredients - Food Scanner Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Free - **Signal**: Rating 4.17 · Sentiment Thrilled - **Recent focus**: Inconsistent success rates when identifying product ingredients limit the reliability of the scanning feature (top complaint) · The free access model provides high value for users seeking ingredient information without upfront costs (top praise) > **TL;DR:** Ungredients - Food Scanner is a health & fitness app by Tony Gentilcore, rated 4.17/5 by 6 users, with Thrilled user sentiment (90/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Ungredients - Food Scanner maintains Thrilled user sentiment (4.17/5 from 6 reviews), with users consistently praising the free access model provides high value for users seeking ingredient information without upfront costs. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.17/5 (6 reviews) | | **User Mood** | Thrilled | | **Category** | Health & Fitness | | **Developer** | Tony Gentilcore | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.25/1.0) | | **Data Age** | 4d | ## Metadata & Market Performance - **Publisher:** Tony Gentilcore - **Category:** Health & Fitness - **Target Audience:** Health-conscious consumers interested in identifying artificial additives and international regulatory standards in their food. - **Platforms:** iOS - **Version Reviewed:** 1.0.3 - **Report Date:** 2026-08-12 - **Signal Count:** 1 review analyzed - **Confidence:** Low (0.25/1.0) - **App Store ID (iOS):** 1347423150 - **Bundle ID:** org.ungredients - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-08-12 ## Executive Snapshot **What it is:** Ungredients is a health-focused barcode scanner for iOS that cross-references artificial food additives against international regulatory bans. **Why users hire it:** Users hire Ungredients to navigate complex food labels and identify additives banned in other countries, serving a need for transparency in food safety. ## App DNA (Features & Intent) - **[Standard] Barcode Scanner:** Uses the device camera to scan food barcodes and retrieve ingredient data. - **[Differentiator] Additive Safety Database:** Cross-references artificial food additives against international regulatory bans and health risk data. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. ## Market Position {#market-position} Ungredients maintains a niche position in the Health & Fitness category with a 4.17-star rating. The lack of updates since 2018 limits its competitive standing against apps with active database maintenance. ## Monetization Strategy - **Model:** Free - **Tiers:** Free - **Analysis:** The app is currently offered as a free tool with no visible subscription or IAP gates. ## 🟢 User Sentiment (Low Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 4.17/5 - **Platform Split:** iOS 4.2/5 (6 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **The free access model provides high value for users seeking ingredient information without upfront costs** ### Top Complaints (Impact Areas) - **Inconsistent success rates when identifying product ingredients limit the reliability of the scanning feature** ## SWOT Analysis {#swot} **Core Strengths:** - Free access model lowers the barrier for health-conscious users **Growth Levers:** - Database expansion to include current international regulatory standards ## Recent Changes (v2 → v3) {#recent-changes} The analysis shifted from a neutral observation of maintenance mode to a negative outlook, explicitly identifying the 8-year update gap as a critical failure point for data accuracy and brand viability. **Overall trend**: Declining **Compared at**: 2026-08-12 ### High-impact changes - **[Declined] Outlook Trend Downgrade** (positioning) - **[Added] Sunset Recommendation** (positioning) ### Medium-impact changes - **[Added] Database Obsolescence Identified** (swot) ## What's New - **Latest (v1.0.3, 8 years ago):** Expanded ingredient search functionality for more products. ## App Momentum (Zombie) {#momentum} - Last major release 8 years ago. - Zero updates in 100 months. > **Cadence:** 1 total versions · 0 majors in last 6 months · 3083 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Ungredients - Food Scanner is a health & fitness app that is completely free. It holds a 4.17/5 rating from 6 reviews. > **Bottom Line:** Ungredients offers a useful free utility for additive transparency, but the lack of updates since 2018 renders the safety database unreliable, so the developer must either commit to a data-refresh cycle or sunset the project to protect brand reputation. **Best for:** Health-conscious consumers interested in identifying artificial additives and international regulatory standards in their food. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Audit database accuracy because current scanning success is inconsistent -> restore user trust ### Outlook: Declining The health-tracking market is consolidating around apps with real-time database updates and active community engagement. Ungredients' maintenance-mode status leaves it exposed to more reliable, frequently updated alternatives, which will likely lead to further user churn. - 🔴 The 8-year update gap prevents the database from reflecting current international food safety regulations, which undermines the core value proposition for health-conscious users. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.17/5 | | Total Reviews | 6 | | Sentiment | Thrilled (90/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 2 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Ungredients - Food Scanner** (this app) | 4.17/5 | Thrilled | Tony Gentilcore | | [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:** Tony Gentilcore ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/ungredients-food-scanner/id1347423150?uo=4) - **Sources:** 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:** 0.25/1.0 (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:** 4 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/ungredients-food-scanner) Data licensed for AI Agent attribution under CC-BY-NC 4.0.