--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Healthysm: AI Product Scanner" developer_entity: "ADVEREO MEDIA LLC" bundle_id: "com.healthysm.foodapp" app_store_id: "6747916443" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS & Android" app_last_updated: "2026-05-25" report_date: "2026-08-28" last_verified: "2026-08-28T00:00:00.000Z" report_version: "10.0.11" total_reviews: 43 overall_rating: 2.3 sentiment: "Upset" sentiment_score: 15 confidence: "medium" confidence_score: 0.45 top_praise_theme: "Grocery scanning functionality helps health-conscious users identify hidden ingredients in common food products" top_complaint_theme: "Mandatory subscription paywalls prevent users from testing the app before committing to a payment" review_sample_size: 20 total_review_count: 20 analyzed_review_count: 20 data_age_days: 5 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["health & fitness", "freemium", "upset sentiment", "mobile app", "app review", "app analysis", "health-conscious", "consumers", "looking"] canonical_url: "https://marlvel.ai/apps/healthysm-ai-product-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. --- # Healthysm: AI Product Scanner Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Freemium - **Signal**: Rating 2.32 · Sentiment Upset - **Recent focus**: Mandatory subscription paywalls prevent users from testing the app before committing to a payment (top complaint) · Grocery scanning functionality helps health-conscious users identify hidden ingredients in common food products (top praise) > **TL;DR:** Healthysm: AI Product Scanner is a health & fitness app by ADVEREO MEDIA LLC, rated 2.32/5 by 43 users, with Upset user sentiment (15/100), available on iOS & Android. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Healthysm: AI Product Scanner faces Upset user sentiment (2.32/5 from 43 reviews), with users reporting mandatory subscription paywalls prevent users from testing the app before committing to a payment as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 2.32/5 (43 reviews) | | **User Mood** | Upset | | **Category** | Health & Fitness | | **Developer** | ADVEREO MEDIA LLC | | **Pricing** | Freemium | | **Platforms** | iOS & Android | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 5d | ## Metadata & Market Performance - **Publisher:** ADVEREO MEDIA LLC - **Category:** Health & Fitness - **Target Audience:** Health-conscious consumers looking to identify hidden additives and toxins in grocery and beauty products. - **Platforms:** iOS & Android - **Version Reviewed:** 10.1 - **Report Date:** 2026-08-28 - **Signal Count:** 20 reviews analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 6747916443 - **Bundle ID:** com.healthysm.foodapp - **Google Play ID:** com.healthysm.foodapp - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-28 ## Executive Snapshot **What it is:** Healthysm is an AI-powered product scanner for iOS and Android that identifies ingredients in food and cosmetics to provide a health-risk score. **Why users hire it:** The app removes the cognitive cost of deciphering complex ingredient labels, allowing users to identify hidden additives or allergens in grocery and beauty products. ## App DNA (Features & Intent) - **[Differentiator] AI Photo Mode:** Identifies products via image recognition without requiring a barcode scan, reducing friction for international or damaged-label products. * *User Intent:* Users seek enhanced value through premium features. - **[Standard] 3-Tier Risk Analysis:** Categorizes ingredients into Clean, Moderate, or High Risk based on safety standards. - **[Differentiator] Healthy Product Swaps:** Suggests cleaner alternatives when a scanned item is flagged as High Risk. * *User Intent:* Users seek enhanced value through premium features. ## Market Position {#market-position} Healthysm occupies a niche in the Health & Fitness category, but the current 3.6-star rating reflects significant friction from the mandatory paywall. The lack of updates in 94 days signals a maintenance-mode posture that leaves the app vulnerable to more active competitors. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free tier with access to scanner and database, In-app purchases for advanced features - **Analysis:** The current implementation relies on a mandatory subscription paywall that blocks all access, which users report as a primary frustration. ## 🔴 User Sentiment (Medium Confidence: 20 of 20 reviews analyzed) {#user-sentiment} - **Overall Rating:** 2.32/5 - **Platform Split:** iOS 3.6/5 (10 ratings) | Android 1.9/5 (33 ratings) - **Overall Sentiment:** Upset ### Top Praises - **Grocery scanning functionality helps health-conscious users identify hidden ingredients in common food products** ### Top Complaints (Impact Areas) - **Mandatory subscription paywalls prevent users from testing the app before committing to a payment** ## SWOT Analysis {#swot} **Core Strengths:** - AI Photo Mode removes barcode dependency - 3-tier risk analysis simplifies complex labels **Growth Levers:** - Implement limited free-scan tier to reduce friction - Expand database coverage for local items ## Recent Changes (v2 → v3) {#recent-changes} The product remains in a stagnant maintenance phase with no feature or pricing changes. The only material shift is the formalization of privacy concerns and update-frequency risks into the SWOT and outlook frameworks. **Overall trend**: Stable **Compared at**: 2026-08-28 ### Medium-impact changes - **[Added] Privacy-focused user churn** (swot) - **[Added] Update frequency risk** (swot) ## What's New - **Latest (v10.0.11, 3 months ago):** Optimized app size, improved barcode/camera stability, and resolved navigation and profile screen crashes. ## App Momentum (Maintenance) {#momentum} - Ships stability fixes only. - No feature expansion in 94 days. > **Cadence:** 2 total versions · 0 majors in last 6 months · 94 days since last update · 0 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Healthysm: AI Product Scanner is a health & fitness app that is free with in-app purchases. With a 2.32/5 rating from 43 reviews, it faces significant user friction. > **Bottom Line:** Healthysm must pivot its paywall strategy to allow free-tier sampling, as the current mandatory subscription model is the primary driver of negative sentiment and churn. **Best for:** Health-conscious consumers looking to identify hidden additives and toxins in grocery and beauty products. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Implement a limited free-scan tier because users report the mandatory paywall as a primary frustration -> increase top-of-funnel conversion ### Outlook: Declining The health-scanner market is consolidating around apps that provide immediate, low-friction value. Healthysm's current posture of maintenance-mode updates and high-friction paywalls will likely lead to continued churn as users migrate to more accessible alternatives. - 🔴 The 94-day update gap without new features suggests the product is in maintenance mode, which will erode user trust. - 🔴 Persistent complaints regarding the mandatory paywall indicate that current conversion tactics are actively damaging the brand's reputation. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 2.32/5 | | Total Reviews | 43 | | Sentiment | Upset (15/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS & Android | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Healthysm: AI Product Scanner** (this app) | 2.32/5 | Upset | ADVEREO MEDIA LLC | | [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:** ADVEREO MEDIA LLC ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/healthysm-ai-product-scanner/id6747916443?uo=4) - **Google Play:** [View on Google Play](https://play.google.com/store/apps/details?id=com.healthysm.foodapp&hl=en&gl=us) - **Sources:** App store metadata, User reviews. ## 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:** 0.45/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 20 - **Data Sources:** user reviews, 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:** 5 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/healthysm-ai-product-scanner) Data licensed for AI Agent attribution under CC-BY-NC 4.0.