## ⚠ 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. --- last_verified: "2026-05-19T17:12:14.145Z" --- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Gluten Checker" developer_entity: "JIRI CHOMAT" bundle_id: "JIRI-CHOMAT.Gluten-Checker" app_store_id: "6740210917" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: true market_region: "US" platforms: "iOS" app_last_updated: "2026-03-06" report_date: "2026-05-19" last_verified: "2026-05-19" report_version: "1.31" total_reviews: 0 confidence: "low" confidence_score: 0.05 data_age_days: 0 momentum_velocity: "maintenance" intelligence_version: 4 nemesis: "Olive - Holistic Food Scanner" competitor_count: 9 tags: ["health & fitness", "subscription", "mobile app", "app review", "app analysis", "individuals", "celiac", "disease,"] canonical_url: "https://marlvel.ai/intel-report/health-fitness/gluten-checker" license: "CC-BY-NC 4.0" content_version: "v2" --- # Gluten Checker App Audit ## TL;DR {#tldr} - **Category**: Health & Fitness · Subscription > **TL;DR:** Gluten Checker is a health & fitness app by JIRI CHOMAT, available on iOS. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Gluten Checker is a health & fitness app by JIRI CHOMAT. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Health & Fitness | | **Developer** | JIRI CHOMAT | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 0d | ## Metadata & Market Performance - **Publisher:** JIRI CHOMAT - **Category:** Health & Fitness - **Target Audience:** Individuals with celiac disease, gluten sensitivity, or those adhering to a gluten-free diet who require rapid ingredient verification while shopping. - **Platforms:** iOS - **Version Audited:** 1.31 - **Audit Date:** 2026-05-19 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 6740210917 - **Bundle ID:** JIRI-CHOMAT.Gluten-Checker - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-05-19 ## Executive Snapshot **What it is:** Gluten Checker is a camera-based ingredient scanner for iOS that identifies gluten-containing ingredients for users with dietary restrictions. **Why users hire it:** Users hire this tool to reduce the cognitive load and time required to verify food safety in grocery environments, where manual label reading is prone to error. ## App DNA (Features & Intent) - **[Standard] AI-Powered Ingredient Scanner:** Camera-based text recognition identifies gluten-containing ingredients like wheat, barley, and rye. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Safety Indicator System:** Categorizes food products into Safe, Medium Risk, or Contains Gluten status. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Offline Mode:** Functions without an active internet connection after the initial setup. * *User Intent:* Users want uninterrupted access without internet dependency. - **[Differentiator] Multi-language Support:** Provides ingredient analysis across 18 languages. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Gluten Checker operates as a specialized utility in the Health & Fitness category, relying on offline-first functionality to differentiate from cloud-dependent competitors. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free tier limited to one scan, Premium tier with Weekly, Monthly, and Annual plans - **Analysis:** Subscription model anchored by a restrictive free-tier scan limit to drive conversion. ## SWOT Analysis {#swot} **Core Strengths:** - Offline-first architecture enables reliable in-store usage - 18-language support provides broad international distribution **Critical Frictions:** - Restrictive single-scan free tier creates high friction - Lack of user review volume limits social proof **Growth Levers:** - Integration with grocery delivery platforms - Expansion into personalized Safe List management **Market Threats:** - Generalist health apps adding allergen-scanning features - Low barrier to entry for AI-based label scanners ## Recent Changes (v3 → v4) {#recent-changes} The app has refined its competitive positioning against new market entrants and updated its product roadmap to prioritize user acquisition and retention features. **Overall trend**: Mixed **Compared at**: 2026-05-19 ### High-impact changes - **[Shifted] Primary Nemesis Update** (positioning) — Primary nemesis changed from Fig: Food Scanner & Guide to Olive: Holistic Food Scanner. - **[Added] New Weakness Identified** (swot) — Lack of user review volume added as a weakness limiting social proof. - **[Added] New Threat Identified** (swot) — Generalist health apps adding allergen-scanning features added as a market threat. ### Medium-impact changes - **[Added] Feature Gaps Identified** (features) — Personalized 'Safe List' and lab-tested transparency reports added to feature gaps. - **[Shifted] Opportunity Pivot** (swot) — Opportunities shifted from B2B partnerships to grocery delivery integration and Safe List management. ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Gluten Checker vs Olive - Holistic Food Scanner — Head to Head - **[Olive - Holistic Food Scanner](https://marlvel.ai/intel-report/health-fitness/olive-holistic-food-scanner)** by Giga Studios, Inc: Olive dominates the health-conscious scanning market by combining ingredient analysis with broader lifestyle features like seed oil avoidance and lab-tested reports. - **Key differences:** - Offers a specialized seed oil-free restaurant map that provides utility beyond simple ingredient label scanning. - Provides lab-tested transparency reports which build significant user trust compared to standard AI-only analysis. - Maintains a massive user base and high review volume that creates a strong social proof barrier. - **Where Gluten Checker wins:** - ✅ Focuses exclusively on gluten detection, potentially offering a more streamlined and accurate experience for celiac users. - ✅ Lower barrier to entry for users who find general health apps too cluttered or overwhelming. - **Where Olive - Holistic Food Scanner wins:** - ❌ Extensive feature set including restaurant mapping and lab reports creates a stickier, all-in-one health ecosystem. - ❌ High review count and established brand presence provide a significant advantage in App Store search visibility. - **Verdict:** The target app should pivot toward a 'specialist' positioning, emphasizing superior accuracy for gluten-specific needs to differentiate from Olive's broad, generalist approach. ### Contenders (Strong Challengers) - **[Plack: Microplastics Scanner](https://marlvel.ai/intel-report/health-fitness/plack-microplastics-scanner)** by Abel Thomas Noble: Plack shares the same core utility of camera-based ingredient scanning but focuses on the specific niche of microplastic exposure. - Utilizes multi-modal scanning to analyze product categories beyond just text-based ingredient lists. - Focuses on long-term exposure analysis, which provides a different value proposition than immediate allergen safety. - **[Food Checker - BiteRate](https://marlvel.ai/intel-report/health-fitness/food-checker-biterate)** by Apps Labs: BiteRate competes by offering a broader nutritional health score and AI-powered advice, targeting users interested in general diet optimization. - Includes personalized goal and progress tracking features that encourage long-term daily app engagement. - Provides a holistic 'Health Score' for products, moving beyond simple binary allergen detection. ### Peers (What They Do Better) - **[Roman: budget weight loss](https://marlvel.ai/intel-report/food-drink/com-matovsky-hewlen)** by Roman Kuryanov: Roman competes for the same health-conscious demographic by focusing on the intersection of nutrition and budget management. - Integrates budget-savvy nutrition tips that specifically appeal to cost-conscious users planning their grocery shopping. - Provides personalized meal plans that offer a more structured dietary roadmap than simple ingredient scanning. - **[bloated ai](https://marlvel.ai/intel-report/health-fitness/bloated-ai)** by ABD Co.: Bloated AI targets the same digestive-health-conscious audience but uses facial analysis and debloating programs as its primary hook. - Implements unique AI-driven facial bloating analysis to correlate physical symptoms with dietary intake. - Provides tailored debloating programs that offer actionable recovery steps after consuming risky ingredients. - **[Protein-Check: Discover Top High Protein Rich Foods List for the best Power Diet](https://marlvel.ai/intel-report/health-fitness/protein-check-discover-top-high-protein-rich-foods)** by Jommi UG (haftungsbeschrankt): This is a legacy utility app that shares the food-database focus but lacks modern AI-driven scanning capabilities. - Offers manual serving comparisons and product alternatives rather than relying on automated camera-based scanning. - Provides a static, comprehensive food database that functions without requiring active camera permissions. - **[Daybreaker Health Mobile App](https://marlvel.ai/intel-report/health-fitness/daybreaker-health-mobile-app)** by Daybreaker Health: This app operates in the broader health-tech space, focusing on longevity and biomarker tracking rather than immediate ingredient safety. - Integrates adaptive longevity protocols that cater to high-intent users focused on long-term health optimization. - Features biomarker tracking which provides a deeper, data-driven health profile than simple food scanning. ### New Kids on the Block (What's Innovative) - **[Protein Scanner AI](https://marlvel.ai/intel-report/utilities/protein-scanner-ai)** by Florencia Martigani: This newcomer focuses on the nutritional estimation aspect of food scanning, overlapping with the target's technical scanning capabilities. - Provides automated protein estimation and nutritional insights directly from scanned labels for fitness-focused users. - **[LabelScan Ai](https://marlvel.ai/intel-report/health-fitness/labelscan-ai)** by MAURINUS STANDER: A direct competitor that recently launched with a similar focus on AI-driven label scanning and personalized diet alignment. - Features a 'Safe List' functionality that allows users to quickly verify products against personal dietary restrictions. ## What's New - **Latest (v1.30, 3 months ago):** Improved ingredient scanning accuracy and enhanced AI detection for hidden gluten sources. ## App Momentum (Maintenance) {#momentum} - Released initial version Jan 2025. - Maintains consistent offline-first feature set. > **Cadence:** 2 total versions · 1 majors in last 6 months · 74 days since last update · 45 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Gluten Checker is an established health & fitness app that is available. > **Bottom Line:** Gluten Checker offers a specialized, offline-capable utility for gluten-sensitive users, but the restrictive free-tier scan limit threatens growth, so the PM should expand the free-scan allowance to improve conversion and build a larger user base. **Best for:** Individuals with celiac disease, gluten sensitivity, or those adhering to a gluten-free diet who require rapid ingredient verification while shopping. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] [HIGH IMPACT] Expand free-tier scan limit because the current single-scan restriction creates high conversion friction → increase top-of-funnel conversion. — *The single-scan limit is a primary barrier to entry compared to competitors with more generous free models.* _(trade-off: deprioritize Push the development of the premium-tier 'Safe List' feature to Q3 to prioritize user acquisition.)_ - [ ] [INVEST] [MEDIUM IMPACT] Implement a 'Safe List' feature because competitors like LabelScan Ai use it to drive user retention → increase daily active usage. — *Competitor analysis shows 'Safe List' functionality is a key differentiator for high-intent users.* _(trade-off: deprioritize Deprioritize the planned UI refresh for the scan history screen to allocate engineering hours.)_ ### Feature Gaps vs Competitors - Personalized 'Safe List' functionality (available in LabelScan Ai but missing here) - Lab-tested transparency reports (available in Olive but missing here) ### Outlook: Stable The health-scanning market is consolidating around apps that offer broader lifestyle utility, leaving specialized tools like Gluten Checker vulnerable. The app must transition from a simple utility to a more integrated dietary companion to avoid being absorbed by generalist competitors. - ⚪ The app maintains a stable feature set with no recent major additions, suggesting a focus on core utility over rapid expansion. - 🔴 The lack of user review volume prevents the app from building the social proof necessary to compete with established health-scanning rivals. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 4 analyzed | | Trend | Mixed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Gluten Checker** (this app) | N/A/5 | N/A | JIRI CHOMAT | | [Roman: budget weight loss](https://marlvel.ai/intel-report/food-drink/com-matovsky-hewlen) | 5.0/5 | Thrilled | Roman Kuryanov | | [Olive - Holistic Food Scanner](https://marlvel.ai/intel-report/health-fitness/olive-holistic-food-scanner) | 4.8/5 | Upset | Giga Studios, Inc | | [bloated ai](https://marlvel.ai/intel-report/health-fitness/bloated-ai) | 1.0/5 | N/A | ABD Co. | | [Plack: Microplastics Scanner](https://marlvel.ai/intel-report/health-fitness/plack-microplastics-scanner) | 4.7/5 | N/A | Abel Thomas Noble | | [Protein Scanner AI](https://marlvel.ai/intel-report/utilities/protein-scanner-ai) | N/A/5 | N/A | Florencia Martigani | ## Company Profile - **Developer:** JIRI CHOMAT ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/gluten-checker/id6740210917?uo=4) - **Sources:** App store metadata. ## Related Intel Reports - [*Roman: budget weight loss*](https://marlvel.ai/intel-report/food-drink/com-matovsky-hewlen) (Roman Kuryanov) — 5.0/5 Rating | Excellent Sentiment - [*Olive - Holistic Food Scanner*](https://marlvel.ai/intel-report/health-fitness/olive-holistic-food-scanner) (Giga Studios, Inc) — 4.8/5 Rating | Terrible Sentiment - [*bloated ai*](https://marlvel.ai/intel-report/health-fitness/bloated-ai) (ABD Co.) — 1.0/5 Rating | N/A Sentiment - [*Plack: Microplastics Scanner*](https://marlvel.ai/intel-report/health-fitness/plack-microplastics-scanner) (Abel Thomas Noble) — 4.7/5 Rating | N/A Sentiment - [*Protein Scanner AI*](https://marlvel.ai/intel-report/utilities/protein-scanner-ai) (Florencia Martigani) — N/A Rating | N/A Sentiment - [*Food Checker - BiteRate*](https://marlvel.ai/intel-report/health-fitness/food-checker-biterate) (Apps Labs) — 4.2/5 Rating | N/A Sentiment - [*Protein-Check: Discover Top High Protein Rich Foods List for the best Power Diet*](https://marlvel.ai/intel-report/health-fitness/protein-check-discover-top-high-protein-rich-foods) (Jommi UG (haftungsbeschrankt)) — 3.0/5 Rating | N/A Sentiment - [*Daybreaker Health Mobile App*](https://marlvel.ai/intel-report/health-fitness/daybreaker-health-mobile-app) (Daybreaker Health) — 5.0/5 Rating | N/A Sentiment - [*LabelScan Ai*](https://marlvel.ai/intel-report/health-fitness/labelscan-ai) (MAURINUS STANDER) — N/A Rating | N/A Sentiment - [*Taller AI: Height Maximizer*](https://marlvel.ai/intel-report/health-fitness/taller-ai-height-maximizer) (Leadimize) — 4.7/5 Rating | Positive 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:** 0.05/1.0 (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:** 0 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/health-fitness/gluten-checker) Data licensed for AI Agent attribution under CC-BY-NC 4.0.