--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Celiapp: Celiac/Gluten Scanner" developer_entity: "Celiapp Technology Inc." bundle_id: "com.celiapptechnologyinc.celiapp" app_store_id: "6737582095" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-06-30" report_date: "2026-08-15" last_verified: "2026-08-15T00:00:00.000Z" report_version: "1.4.7" total_reviews: 0 sentiment: "Excited" sentiment_score: 75 confidence: "medium" confidence_score: 0.6 top_praise_theme: "Accurate barcode scanning provides immediate peace of mind for users managing celiac disease symptoms" top_complaint_theme: "Inaccurate product safety data regarding specific brands risks user health and spreads misinformation" review_sample_size: 13 total_review_count: 13 analyzed_review_count: 13 data_age_days: 15 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["health & fitness", "subscription", "excited sentiment", "mobile app", "app review", "app analysis", "individuals", "celiac", "disease"] canonical_url: "https://marlvel.ai/apps/celiapp-celiac-gluten-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. --- # Celiapp: Celiac/Gluten Scanner Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Subscription - **Signal**: Sentiment Excited - **Recent focus**: Inaccurate product safety data regarding specific brands risks user health and spreads misinformation (top complaint) · Accurate barcode scanning provides immediate peace of mind for users managing celiac disease symptoms (top praise) > **TL;DR:** Celiapp: Celiac/Gluten Scanner is a health & fitness app by Celiapp Technology Inc., with Excited user sentiment (75/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Celiapp: Celiac/Gluten Scanner is a health & fitness app by Celiapp Technology Inc.. ## Quick Facts | Fact | Value | | :--- | :--- | | **User Mood** | Excited | | **Category** | Health & Fitness | | **Developer** | Celiapp Technology Inc. | | **Pricing** | Subscription | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.6/1.0) | | **Data Age** | 15d | ## Metadata & Market Performance - **Publisher:** Celiapp Technology Inc. - **Category:** Health & Fitness - **Target Audience:** Individuals with celiac disease or gluten sensitivity who require reliable, community-verified information for safe grocery shopping. - **Platforms:** iOS & Android - **Version Reviewed:** 1.4.7 - **Report Date:** 2026-08-15 - **Signal Count:** 13 reviews analyzed - **Confidence:** Medium (0.6/1.0) - **App Store ID (iOS):** 6737582095 - **Bundle ID:** com.celiapptechnologyinc.celiapp - **Google Play ID:** com.celiapptechnologyinc.celiapp - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-08-15 - **Short Description:** Scan any product to see if it's celiac-safe (no gluten). No barcode needed! ## Executive Snapshot **What it is:** Celiapp is a photo-based product scanner for celiac and gluten-sensitive users on iOS and Android. **Why users hire it:** The app removes the time-consuming friction of reading ingredient labels in grocery stores by providing instant, community-verified safety status. ## App DNA (Features & Intent) - **[Differentiator] Photo-based Product Scanner:** Identifies food products via image recognition without requiring barcode scanning. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Community-Powered Reviews:** Aggregates safety and taste ratings from other celiac users for specific products. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Manufacturing Safety Reports:** Displays cross-contamination risks and facility safety data for scanned items. ## Market Position {#market-position} Celiapp operates in the Health & Fitness category with a focus on dietary safety. The app maintains a maintenance-mode release cadence, with the latest update arriving 49 days ago. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Supporter Monthly at $1.99/month, Supporter Yearly at $19.99/year - **Analysis:** Subscription model anchored at $1.99/month, focusing on recurring revenue from a niche health-conscious user base. ## 🟢 User Sentiment (Medium Confidence: 13 of 13 reviews analyzed) {#user-sentiment} - **Overall Sentiment:** Excited ### Top Praises - **Accurate barcode scanning provides immediate peace of mind for users managing celiac disease symptoms** - **Saving favorite products allows users to build a reliable list of safe foods for future trips** - **Simplified user interface consolidates multiple information sources into one accessible mobile experience for families** ### Top Complaints (Impact Areas) - **Inaccurate product safety data regarding specific brands risks user health and spreads misinformation** ## SWOT Analysis {#swot} **Core Strengths:** - Image recognition engine removes barcode-scanning friction - Community-powered ratings create a user-driven verification loop **Growth Levers:** - Partnering with certified gluten-free organizations for verified data ## Recent Changes (v2 → v3) {#recent-changes} The competitive outlook shifted from a focus on feature-led growth to a defensive posture regarding data verification, driven by the emergence of external threats from established health-tracking platforms. **Overall trend**: Mixed **Compared at**: 2026-08-15 ### High-impact changes - **[Shifted] Strategic Risk Assessment** (positioning) ### Medium-impact changes - **[Added] New Competitive Threat** (swot) - **[Shifted] Refined Weakness Definition** (swot) ## What's New - **Latest (v1.4.7, 1 months ago):** Introduced Scan History to user profiles, enabling centralized access to previously scanned products. ## App Momentum (Maintenance) {#momentum} - Shipped scan history profile feature. - Ships ~1 release every seven weeks. > **Cadence:** 1 total versions · 1 majors in last 6 months · 49 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Celiapp: Celiac/Gluten Scanner is a market-leading health & fitness app. > **Bottom Line:** Celiapp must pivot from community-sourced verification to verified certification data to resolve the accuracy complaints driving negative sentiment. Restoring trust in the scanner's safety labels is the only way to prevent user churn to more reliable health-tracking alternatives. **Best for:** Individuals with celiac disease or gluten sensitivity who require reliable, community-verified information for safe grocery shopping. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Audit safety data accuracy because users report incorrect gluten-free labeling → restore user trust ### Outlook: Mixed Users report: The gluten-free scanner market is increasingly sensitive to data accuracy, as users prioritize safety over social features. Celiapp's current reliance on community-sourced data leaves it exposed to churn if accuracy complaints continue to surface, necessitating a shift toward verified certification sources to maintain relevance. - 🔴 User reports of inaccurate safety labeling for specific products erode the core trust required for a health-focused utility. - ⚪ The current maintenance-mode release cadence limits the ability to rapidly address data accuracy concerns or expand the feature set. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Sentiment | Excited (75/100) | | Confidence | Medium | | Pricing Model | Subscription | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Celiapp: Celiac/Gluten Scanner** (this app) | N/A/5 | Excited | Celiapp Technology Inc. | | [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.5/5 | 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:** Celiapp Technology Inc. - **Website:** [https://celiapp.com](https://celiapp.com) - **Social:** [Instagram](https://www.instagram.com/the.celiapp) · [Facebook](https://www.facebook.com/profile.php?id=61552120820215) · [X/Twitter](https://twitter.com/theceliapp) · [TikTok](https://www.tiktok.com/@celiapp) · [LinkedIn](https://www.linkedin.com/company/theceliapp) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/celiapp-celiac-gluten-scanner/id6737582095?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.celiapptechnologyinc.celiapp) - **Dev Site:** [Official Website](https://celiapp.com) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.5/5 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:** 13 - **Data Sources:** user reviews, developer website, company about page, 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:** 15 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/celiapp-celiac-gluten-scanner) Data licensed for AI Agent attribution under CC-BY-NC 4.0.