--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "SafeAllergy - Allergen Scanner" developer_entity: "MedCoderX" bundle_id: "com.safeallergy.app" category: "Food & Drink" primary_platform: "android" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "Android" app_last_updated: "2026-08-16" report_date: "2026-08-19" last_verified: "2026-08-19T00:00:00.000Z" report_version: "1.0.4" total_reviews: 0 sentiment: "Upset" sentiment_score: 10 confidence: "medium" confidence_score: 0.55 top_complaint_theme: "The application fails to provide any meaningful value or utility to the user after installation" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 43 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["food & drink", "freemium", "upset sentiment", "mobile app", "app review", "app analysis", "individuals", "allergies,", "asthma,"] canonical_url: "https://marlvel.ai/apps/safeallergy-allergen-scanner" license: "CC-BY-NC 4.0" content_version: "v2" --- ## ⚠ Content Warning This report covers topics classified as sensitive (finance). Information is aggregated from public sources for informational purposes only. This is not financial or investment advice. Always do your own research. --- # SafeAllergy - Allergen Scanner Intelligence Report ## TL;DR {#tldr} - **Category**: Food & Drink · Freemium - **Signal**: Sentiment Upset - **Recent focus**: The application fails to provide any meaningful value or utility to the user after installation (top complaint) > **TL;DR:** SafeAllergy - Allergen Scanner is a food & drink app by MedCoderX, with Upset user sentiment (10/100), available on Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** SafeAllergy - Allergen Scanner is a food & drink app by MedCoderX. ## Quick Facts | Fact | Value | | :--- | :--- | | **User Mood** | Upset | | **Category** | Food & Drink | | **Developer** | MedCoderX | | **Pricing** | Freemium | | **Platforms** | Android | | **Confidence** | Medium (0.55/1.0) | | **Data Age** | 43d | ## Metadata & Market Performance - **Publisher:** MedCoderX - **Category:** Food & Drink - **Target Audience:** Individuals with food allergies, asthma, or chemical sensitivities, and their caregivers, who require real-time safety verification for food and products. - **Platforms:** Android - **Version Reviewed:** 1.0.4 - **Report Date:** 2026-08-19 - **Signal Count:** 1 review analyzed - **Confidence:** Medium (0.55/1.0) - **Google Play ID:** com.safeallergy.app - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-19 - **Short Description:** Scan food, products & menus for allergens. Check pollen, AQI, Stay safe anywhere ## Executive Snapshot **What it is:** SafeAllergy is an AI-powered allergen scanner for food, cosmetics, and menus, designed for users with dietary sensitivities on Android. **Why users hire it:** The app removes the cognitive cost of manual label reading by automating risk identification for users managing severe food or chemical allergies. ## App DNA (Features & Intent) - **[Differentiator] AI Allergen Scanner:** Computer vision identifies ingredients from labels and barcodes to provide clear safety status. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Menu Card Scanner:** Optical character recognition highlights risky items on restaurant menus. - **[Differentiator] Allergy ID Card:** Generates a printable, wallet-sized medical profile for emergencies. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} SafeAllergy maintains a presence in 13 global markets, though its #18 rank in Tunisia contrasts with a #171 rank in Brazil. The lack of consistent top-100 chart placement across these regions suggests the current discovery funnel is not yet optimized for scale. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with limited scans, Premium tier with advanced insights - **Analysis:** The freemium model gates detailed risk analysis behind a premium tier while offering basic scanning for free. ## 🔴 User Sentiment (Medium Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Sentiment:** Upset ### Top Complaints (Impact Areas) - **The application fails to provide any meaningful value or utility to the user after installation** ## SWOT Analysis {#swot} **Core Strengths:** - Computer vision-based ingredient scanning provides a scalable mechanism for real-time allergen detection **Growth Levers:** - Localized allergy trends and AQI data offer a path to differentiate from generic barcode scanners ## Recent Changes (v2 → v3) {#recent-changes} SafeAllergy has transitioned from a generic health-utility description to a data-driven focus on global market discovery, while the underlying product remains stagnant in maintenance mode. **Overall trend**: Stable **Compared at**: 2026-08-19 ### High-impact changes - **[Shifted] Global Market Discovery Focus** (positioning) ### Medium-impact changes - **[Shifted] Formalized Development Risk** (swot) - **[Shifted] Executive Summary Narrative** (positioning) ## App Momentum (Maintenance) {#momentum} - Ships ~2 releases per year. - Quiet 4 months, bug fixes only. > **Cadence:** 2 total versions · 0 majors in last 6 months · 2 days since last update · 116 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} SafeAllergy - Allergen Scanner is a food & drink app that is free with in-app purchases. > **Bottom Line:** SafeAllergy must pivot its focus from environmental tracking to fixing the core scanning utility, as the current lack of value post-installation is the primary driver of negative sentiment. Addressing this friction is the only way to retain users in a crowded health-utility market. **Best for:** Individuals with food allergies, asthma, or chemical sensitivities, and their caregivers, who require real-time safety verification for food and products. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Rebuild onboarding flow because users report no immediate value post-installation → increase day-1 retention ### Outlook: Declining The health-utility market is consolidating around apps that provide immediate, reliable scanning results. SafeAllergy's current maintenance-mode cadence and lack of post-install value leave it exposed to more responsive competitors, which will likely accelerate churn through the next quarter. - 🔴 The 116-day average update cadence indicates maintenance-mode development, which prevents the app from responding to user complaints about core scanning utility. - 🔴 Negative sentiment regarding post-installation value suggests the current onboarding fails to demonstrate the app's utility, leading to immediate user churn. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Sentiment | Upset (10/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | Android | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **SafeAllergy - Allergen Scanner** (this app) | N/A/5 | Upset | MedCoderX | | [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:** MedCoderX - **Website:** [https://www.safeallergy.app/](https://www.safeallergy.app/) ## Data Sources & Links - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.safeallergy.app&hl=en&gl=us) - **Dev Site:** [Official Website](https://www.safeallergy.app/) - **Sources:** Developer website content, About us / company information, 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 ## 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:** 0.55/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 1 - **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:** 43 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/safeallergy-allergen-scanner) Data licensed for AI Agent attribution under CC-BY-NC 4.0.