--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Gluten Free Scanner: Glutector" developer_entity: "OneRack" bundle_id: "com.glutenfreescanner.glutector" app_store_id: "6747300322" category: "Food & Drink" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2025-11-15" report_date: "2026-08-19" last_verified: "2026-08-19T00:00:00.000Z" report_version: "1.1.0" total_reviews: 2 overall_rating: 3 sentiment: "Thrilled" sentiment_score: 85 confidence: "medium" confidence_score: 0.45 top_praise_theme: "The ingredient recognition and barcode scanning features provide reliable gluten detection for home use" top_complaint_theme: "Manual product search results often lack clarity and provide conflicting information regarding gluten status" review_sample_size: 3 total_review_count: 3 analyzed_review_count: 3 data_age_days: 43 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["food & drink", "freemium", "thrilled sentiment", "mobile app", "app review", "app analysis", "individuals", "managing", "celiac"] canonical_url: "https://marlvel.ai/apps/gluten-free-scanner-glutector" license: "CC-BY-NC 4.0" content_version: "v2" --- # Gluten Free Scanner: Glutector Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Freemium - **Signal**: Rating 3 · Sentiment Thrilled - **Recent focus**: Manual product search results often lack clarity and provide conflicting information regarding gluten status (top complaint) · The ingredient recognition and barcode scanning features provide reliable gluten detection for home use (top praise) > **TL;DR:** Gluten Free Scanner: Glutector is a food & drink app by OneRack, rated 3/5 by 2 users, with Thrilled user sentiment (85/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Gluten Free Scanner: Glutector maintains Thrilled user sentiment (3/5 from 2 reviews), with users consistently praising the ingredient recognition and barcode scanning features provide reliable gluten detection for home use. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3/5 (2 reviews) | | **User Mood** | Thrilled | | **Category** | Food & Drink | | **Developer** | OneRack | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 43d | ## Metadata & Market Performance - **Publisher:** OneRack - **Category:** Food & Drink - **Target Audience:** Individuals managing celiac disease, gluten sensitivity, or those following a gluten-free lifestyle who require quick verification of packaged food items. - **Platforms:** iOS & Android - **Version Reviewed:** 1.1.0 - **Report Date:** 2026-08-19 - **Signal Count:** 3 reviews analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 6747300322 - **Bundle ID:** com.glutenfreescanner.glutector - **Google Play ID:** com.glutenfreescanner.glutector - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-08-19 ## Executive Snapshot **What it is:** Glutector is a mobile utility for identifying gluten in packaged food products via barcode and ingredient photo scanning on iOS and Android. **Why users hire it:** The app removes the cognitive cost of reading complex ingredient labels for users with celiac disease or gluten sensitivity. ## App DNA (Features & Intent) - **[Differentiator] AI-Powered Ingredient Photo Scanner:** Uses image recognition to analyze ingredient lists for hidden gluten sources from a camera capture. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Barcode Scanner:** Scans product barcodes to retrieve gluten-free status from an internal database. * *User Intent:* Users seek enhanced value through premium features. - **[Standard] Manual Ingredient Search:** Allows users to look up specific ingredients or product names when scanning is not possible. * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} Glutector occupies a niche utility space in the Food & Drink category. The lack of recent updates and low review volume signal a product currently in maintenance mode rather than active market expansion. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with core scanning and search functionality, In-app purchases available - **Analysis:** The app utilizes a freemium model with IAP support, though specific premium gates are not explicitly detailed in the current metadata. ## 🟢 User Sentiment (Medium Confidence: 3 of 3 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3/5 - **Platform Split:** iOS 3.0/5 (2 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **The ingredient recognition and barcode scanning features provide reliable gluten detection for home use** ### Top Complaints (Impact Areas) - **Manual product search results often lack clarity and provide conflicting information regarding gluten status** ## SWOT Analysis {#swot} **Core Strengths:** - AI-powered photo analysis provides a differentiated capability for hidden gluten detection **Growth Levers:** - Refining the manual search database accuracy could improve user retention ## Recent Changes (v2 → v3) {#recent-changes} The competitive outlook has shifted from stable to declining due to the persistent nine-month development gap. No functional or pricing changes occurred, but the narrative now explicitly identifies the lack of updates as a critical vulnerability. **Overall trend**: Declining **Compared at**: 2026-08-19 ### Medium-impact changes - **[Declined] Outlook Trend Downgrade** (positioning) ### Low-impact changes - **[Shifted] Threat Narrative Refinement** (swot) ## What's New - **Latest (v1.0.9, 9 months ago):** Upgraded ingredient recognition and AI analysis for improved gluten detection, alongside faster barcode scanning performance. ## App Momentum (Maintenance) {#momentum} - No major updates in nine months. - Maintenance-only cadence limits feature growth. > **Cadence:** 2 total versions · 0 majors in last 6 months · 276 days since last update · 0 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Gluten Free Scanner: Glutector is a food & drink app that is free with in-app purchases. It holds a 3/5 rating from 2 reviews. > **Bottom Line:** The current manual search failures invalidate the app's core value proposition of reliable gluten detection. Addressing these data inconsistencies would unlock the trust necessary to retain users in a high-stakes health-management category. **Best for:** Individuals managing celiac disease, gluten sensitivity, or those following a gluten-free lifestyle who require quick verification of packaged food items. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Audit manual search database logic because users report contradictory results → improve search reliability ### Outlook: Declining Users report: The gluten-free utility market is consolidating around apps with high-frequency database updates. Glutector's maintenance-only posture leaves it exposed to competitors that provide more reliable, real-time ingredient verification. - 🔴 The nine-month development gap limits the ability to address manual search errors, which will likely continue to suppress user ratings. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3/5 | | Total Reviews | 2 | | Sentiment | Thrilled (85/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Gluten Free Scanner: Glutector** (this app) | 3/5 | Thrilled | OneRack | | [Beyond Menu Food Delivery](https://marlvel.ai/apps/beyond-menu-food-delivery) | 4.6/5 | N/A | BeyondMenu | | [Caviar - Order Food Delivery](https://marlvel.ai/apps/caviar-order-food-delivery) | 4.6/5 | n/a | Caviar, Inc. | | [ChowNow: Local Food Ordering](https://marlvel.ai/apps/chownow-local-food-ordering) | 4.7/5 | n/a | ChowNow | | [Dairy Queen® Food & Treats](https://marlvel.ai/apps/dairy-queen-food-treats) | 4.4/5 | n/a | International Dairy Queen, Inc. | | [EatStreet Local Food Delivery](https://marlvel.ai/apps/eatstreet-local-food-delivery) | 4.7/5 | n/a | EatStreet | ## Company Profile - **Developer:** OneRack - **Website:** [https://www.onerack.nl/apps/glutector](https://www.onerack.nl/apps/glutector) - **Social:** [Instagram](https://instagram.com/veganverify_official) · [TikTok](https://www.tiktok.com/@veganverify) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/gluten-free-scanner-glutector/id6747300322?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.glutenfreescanner.glutector&hl=en&gl=us) - **Dev Site:** [Official Website](https://www.onerack.nl/apps/glutector) - **Sources:** Developer website content, App store metadata, User reviews. ## Related Intel Reports - [*Beyond Menu Food Delivery*](https://marlvel.ai/apps/beyond-menu-food-delivery) (BeyondMenu) · 4.6/5 Rating - [*Caviar - Order Food Delivery*](https://marlvel.ai/apps/caviar-order-food-delivery) (Caviar, Inc.) · 4.6/5 Rating - [*ChowNow: Local Food Ordering*](https://marlvel.ai/apps/chownow-local-food-ordering) (ChowNow) · 4.7/5 Rating - [*Dairy Queen® Food & Treats*](https://marlvel.ai/apps/dairy-queen-food-treats) (International Dairy Queen, Inc.) · 4.4/5 Rating - [*EatStreet Local Food Delivery*](https://marlvel.ai/apps/eatstreet-local-food-delivery) (EatStreet) · 4.7/5 Rating - [*Gopuff - Grocery Delivery*](https://marlvel.ai/apps/gopuff-grocery-delivery) (Gopuff) · 4.7/5 Rating - [*Grubhub: Food Delivery*](https://marlvel.ai/apps/grubhub-food-delivery) (GrubHub.com) · 4.7/5 Rating - [*Instacart: Groceries & Food*](https://marlvel.ai/apps/instacart-groceries-food) (Maplebear Inc) · 4.8/5 Rating - [*Postmates - Food Delivery*](https://marlvel.ai/apps/postmates-food-delivery) (Uber Technologies, Inc.) · 4.6/5 Rating - [*Seamless: Local Food Delivery*](https://marlvel.ai/apps/seamless-local-food-delivery) (Seamless North America, LLC) · 4.7/5 Rating ## Frequently Asked Questions {#faq} ### Is Glutector reliable for people with celiac disease? While users report the barcode scanner is effective for household items, the manual search feature currently provides contradictory results, which may limit reliability for strict dietary needs. ### Does Glutector work without an internet connection? The app requires a connection to retrieve gluten-free status from its database, and users report that progress sync and search functionality depend on connectivity. ### Are there free alternatives to Glutector? Several food-scanning apps exist in the Food & Drink category, though Glutector is specifically built for gluten detection rather than generic food tracking. ## 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:** 0.45/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 3 - **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:** 43 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/gluten-free-scanner-glutector) Data licensed for AI Agent attribution under CC-BY-NC 4.0.