--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Gluten Snap Scanner & Recipes" developer_entity: "Beltech" bundle_id: "com.beltech.glutensnap" app_store_id: "6745230673" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-06-26" report_date: "2026-09-08" last_verified: "2026-09-08T00:00:00.000Z" report_version: "1.3.7" total_reviews: 0 confidence: "low" confidence_score: 0.05 data_age_days: 66 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["health & fitness", "freemium", "mobile app", "app review", "app analysis", "individuals", "coeliac", "disease"] canonical_url: "https://marlvel.ai/apps/gluten-snap-scanner-recipes" 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. --- # Gluten Snap Scanner & Recipes Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Freemium > **TL;DR:** Gluten Snap Scanner & Recipes is a health & fitness app by Beltech, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Gluten Snap Scanner & Recipes is a health & fitness app by Beltech. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Health & Fitness | | **Developer** | Beltech | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 66d | ## Metadata & Market Performance - **Publisher:** Beltech - **Category:** Health & Fitness - **Target Audience:** Individuals with coeliac disease or food allergies who require reliable, real-time ingredient verification while shopping or traveling. - **Platforms:** iOS - **Version Reviewed:** 1.3.7 - **Report Date:** 2026-09-08 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 6745230673 - **Bundle ID:** com.beltech.glutensnap - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-09-08 ## Executive Snapshot **What it is:** Gluten Snap Scanner & Recipes is a camera-based ingredient scanner and AI recipe generator for users with food allergies on iOS. **Why users hire it:** The app removes the reliance on incomplete barcode databases by analyzing physical ingredient lists in real time, serving users who need immediate safety verification while shopping. ## App DNA (Features & Intent) - **[Differentiator] Ingredient List OCR:** Camera-based text recognition extracts and analyzes ingredient lists from physical product packaging in real time. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Multi-Allergen Detection:** AI-driven analysis flags gluten, lactose, eggs, and nuts within scanned text. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] AI Recipe Generator:** Generates custom recipes based on user-specified intolerances and available fridge ingredients. * *User Intent:* Users value self-expression and personalized experiences. ## Market Position {#market-position} Gluten Snap Scanner & Recipes operates in the Health & Fitness category with no current chart presence or user ratings. The lack of a public review footprint suggests the app has not yet established a foothold against established barcode-scanning utilities. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free access to core features, Pro tier with unlimited scans (3-day free trial available) - **Analysis:** The freemium model uses a 3-day trial to convert users to an unlimited scan Pro subscription. ## SWOT Analysis {#swot} **Core Strengths:** - Camera-based OCR bypasses incomplete barcode databases - AI recipe generator adapts to specific intolerances **Growth Levers:** - Integration with regional grocery databases to supplement OCR - Partnerships with allergy-focused forums to drive acquisition ## Recent Changes (v2 → v3) {#recent-changes} The analysis shifted from a technical assessment of OCR utility to a critical report on the app's lack of market presence, evidenced by zero user ratings or reviews after 74 days of availability. **Overall trend**: Declining **Compared at**: 2026-09-08 ### High-impact changes - **[Added] Zero user footprint** (swot) - **[Shifted] Market traction assessment** (positioning) ### Medium-impact changes - **[Added] New competitive threats** (swot) ## What's New - **Latest (v1.3.7, 2 months ago):** Optimized the scan screen interface. ## App Momentum (Maintenance) {#momentum} - Ships no new features recently - Maintenance-mode release cadence > **Cadence:** 1 total versions · 0 majors in last 6 months · 74 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Gluten Snap Scanner & Recipes is a health & fitness app that is free with in-app purchases. > **Bottom Line:** Gluten Snap Scanner & Recipes offers a functional OCR-based alternative to barcode-dependent tools, but the lack of an active user base and stalled development cadence suggest the app is currently failing to gain traction in a crowded health-utility market. **Best for:** Individuals with coeliac disease or food allergies who require reliable, real-time ingredient verification while shopping or traveling. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Audit user acquisition channels because the app has zero ratings after 74 days of availability → increase visibility ### Outlook: Stable The health-utility market is consolidating around apps with large, crowdsourced barcode databases that offer immediate results. Gluten Snap Scanner & Recipes remains exposed due to its lack of social proof and stalled development cadence, which will likely prevent it from capturing significant market share in the coming quarters. - 🔴 The 74-day gap since the last update indicates a maintenance-only posture, which limits the ability to respond to user feedback or market shifts. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Gluten Snap Scanner & Recipes** (this app) | N/A/5 | N/A | Beltech | | [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:** Beltech ## Data Sources & Links - **App Store ID:** 6745230673 - **Sources:** App store metadata. ## 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 | Excellent 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:** 0.05/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **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:** 66 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/gluten-snap-scanner-recipes) Data licensed for AI Agent attribution under CC-BY-NC 4.0.