--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Bloom – AI Skin Scanner" developer_entity: "PLIA LTD" bundle_id: "com.bloom.bloomskinapp" app_store_id: "6754468117" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-08-10" report_date: "2026-08-14" last_verified: "2026-08-14T00:00:00.000Z" report_version: "3.0.1" total_reviews: 132 overall_rating: 4.3 sentiment: "Mixed" sentiment_score: 45 confidence: "medium" confidence_score: 0.6 top_praise_theme: "Quick skin analysis scans provide actionable insights into texture and pore condition for users" top_complaint_theme: "Paywall implementation prevents users from viewing any test outcomes without an active subscription" review_sample_size: 14 total_review_count: 14 analyzed_review_count: 14 data_age_days: 2 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["health & fitness", "subscription", "mixed sentiment", "mobile app", "app review", "app analysis", "individuals", "seeking", "personalized"] canonical_url: "https://marlvel.ai/apps/bloom-ai-skin-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. --- # Bloom – AI Skin Scanner Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Subscription - **Signal**: Rating 4.34 · Sentiment Mixed - **Recent focus**: Paywall implementation prevents users from viewing any test outcomes without an active subscription (top complaint) · Quick skin analysis scans provide actionable insights into texture and pore condition for users (top praise) > **TL;DR:** Bloom – AI Skin Scanner is a health & fitness app by PLIA LTD, rated 4.34/5 by 132 users, with Mixed user sentiment (45/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Bloom – AI Skin Scanner shows Mixed sentiment (4.34/5 from 132 reviews) - users praise quick skin analysis scans provide actionable insights into texture and pore condition for users but report issues with paywall implementation prevents users from viewing any test outcomes without an active subscription. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.34/5 (132 reviews) | | **User Mood** | Mixed | | **Category** | Health & Fitness | | **Developer** | PLIA LTD | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Medium (0.6/1.0) | | **Data Age** | 2d | ## Metadata & Market Performance - **Publisher:** PLIA LTD - **Category:** Health & Fitness - **Target Audience:** Individuals seeking personalized skincare guidance and progress monitoring through automated AI analysis. - **Platforms:** iOS - **Version Reviewed:** 3.0.1 - **Report Date:** 2026-08-14 - **Signal Count:** 14 reviews analyzed - **Confidence:** Medium (0.6/1.0) - **App Store ID (iOS):** 6754468117 - **Bundle ID:** com.bloom.bloomskinapp - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-08-14 ## Executive Snapshot **What it is:** Bloom is a health and fitness app that uses computer vision to analyze skin markers and generate personalized skincare routines on iOS. **Why users hire it:** Users want to remove the guesswork from skincare by using automated scans to track progress and receive product suggestions. ## App DNA (Features & Intent) - **[Differentiator] AI Skin Analysis:** Computer vision model trained on 3 million skin cases to identify markers like acne, pores, and pigmentation from user selfies. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Standard] Personalized Skincare Routine:** Generates daily morning and evening skincare regimens based on the specific skin profile identified during the scan. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Differentiator] AI Skincare Assistant:** Chat interface for querying skin concerns, ingredient information, and routine adjustments. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. ## Market Position {#market-position} Bloom holds a 4.34 rating across 132 total ratings. The subscription-only model at $7.99/week positions the app as a high-intent tool, though the lack of a free diagnostic tier limits top-of-funnel conversion. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Weekly plan at $7.99, Monthly plan at $19.99, Yearly plan at $49.99 - **Analysis:** Subscription-only model anchored at $7.99/week, gating core diagnostic features behind recurring payments. ## 🟡 User Sentiment (Medium Confidence: 14 of 14 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.34/5 - **Platform Split:** iOS 4.3/5 (132 ratings) - **Overall Sentiment:** Mixed ### Top Praises - **Quick skin analysis scans provide actionable insights into texture and pore condition for users** - **Clean and user-friendly interface makes the skin tracking experience smooth and enjoyable for beginners** ### Top Complaints (Impact Areas) - **Paywall implementation prevents users from viewing any test outcomes without an active subscription** ## SWOT Analysis {#swot} **Core Strengths:** - Computer vision model trained on 3 million skin cases provides a defensible diagnostic barrier. **Growth Levers:** - Localized product recommendations could improve trust in the diagnostic output. ## Recent Changes (v2 → v3) {#recent-changes} Bloom has pivoted its operational focus from feature expansion to addressing billing friction and funnel conversion. The developer now prioritizes resolving subscription cancellation difficulties and testing a free diagnostic tier to mitigate high churn. **Overall trend**: Mixed **Compared at**: 2026-08-14 ### High-impact changes - **[Added] Cancellation friction identified as core risk** (swot) - **[Shifted] Prioritization of billing UX** (pmActionItems) ### Medium-impact changes - **[Shifted] Refined churn analysis** (positioning) ## What's New - **Latest (v3.0.1, 3 days ago):** Redesigned the scan dashboard and introduced personalized product recommendations for each scan. ## App Momentum (Maintenance) {#momentum} - Redesigned scan dashboard in latest release. - Integrated personalized product recommendations. > **Cadence:** 1 total versions · 1 majors in last 6 months · 3 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Bloom – AI Skin Scanner is a health & fitness app. With a 4.34/5 rating from 132 reviews, it shows mixed user reception. > **Bottom Line:** Bloom's diagnostic engine provides a clear value proposition, but the aggressive paywall gating results in high churn and negative sentiment. Addressing the cancellation friction and improving recommendation accuracy would stabilize the user base and reduce refund pressure. **Best for:** Individuals seeking personalized skincare guidance and progress monitoring through automated AI analysis. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Audit subscription cancellation flow because users report inability to locate options → reduce refund surge ### Outlook: Mixed The skincare diagnostic market is consolidating around apps that provide immediate, low-friction value before requesting payment. Bloom's current model risks alienating the casual user base, which will compress long-term retention if the diagnostic trust is not established early. - 🔴 Subscription-only gating prevents users from viewing test outcomes, which drives negative sentiment and high churn risk. - 🟢 The latest release (v3.0.1) shows active feature investment in the scan dashboard and product recommendations. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.34/5 | | Total Reviews | 132 | | Sentiment | Mixed (45/100) | | Confidence | Medium | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Mixed | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Bloom – AI Skin Scanner** (this app) | 4.34/5 | Mixed | PLIA LTD | | [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:** PLIA LTD - **Website:** [https://www.bloomskin.ai/](https://www.bloomskin.ai/) - **Social:** [Instagram](https://www.instagram.com/bloomskinai) · [TikTok](https://www.tiktok.com/@bloomskinai) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/bloom-ai-skin-scanner/id6754468117?uo=4) - **Dev Site:** [Official Website](https://www.bloomskin.ai/) - **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:** 14 - **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:** 2 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/bloom-ai-skin-scanner) Data licensed for AI Agent attribution under CC-BY-NC 4.0.