--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Mole Mapper Melanoma Study" developer_entity: "Oregon Health & Science University Apps" bundle_id: "org.sagebase.molemapper" app_store_id: "1048337814" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2022-12-28" report_date: "2026-08-10" last_verified: "2026-08-10T00:00:00.000Z" report_version: "3.4.0" total_reviews: 25 overall_rating: 2.9 sentiment: "Mixed" sentiment_score: 45 confidence: "medium" confidence_score: 0.6 top_praise_theme: "Medical professionals and patients find value in tracking mole changes to identify potential melanoma early" top_complaint_theme: "Frequent application crashes during photo viewing or mole mapping sessions prevent consistent longitudinal health monitoring" review_sample_size: 27 total_review_count: 27 analyzed_review_count: 27 data_age_days: 6 momentum_velocity: "zombie" intelligence_version: 3 tags: ["health & fitness", "free", "mixed sentiment", "mobile app", "app review", "app analysis", "individuals", "monitoring", "health"] canonical_url: "https://marlvel.ai/apps/mole-mapper-melanoma-study" 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. --- # Mole Mapper Melanoma Study Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Free - **Signal**: Rating 2.88 · Sentiment Mixed - **Recent focus**: Frequent application crashes during photo viewing or mole mapping sessions prevent consistent longitudinal health monitoring (top complaint) · Medical professionals and patients find value in tracking mole changes to identify potential melanoma early (top praise) > **TL;DR:** Mole Mapper Melanoma Study is a health & fitness app by Oregon Health & Science University Apps, rated 2.88/5 by 25 users, with Mixed user sentiment (45/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Mole Mapper Melanoma Study shows Mixed sentiment (2.88/5 from 25 reviews) - users praise medical professionals and patients find value in tracking mole changes to identify potential melanoma early but report issues with frequent application crashes during photo viewing or mole mapping sessions prevent consistent longitudinal health monitoring. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 2.88/5 (25 reviews) | | **User Mood** | Mixed | | **Category** | Health & Fitness | | **Developer** | Oregon Health & Science University Apps | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.6/1.0) | | **Data Age** | 6d | ## Metadata & Market Performance - **Publisher:** Oregon Health & Science University Apps - **Category:** Health & Fitness - **Target Audience:** Individuals monitoring skin health and potential melanoma risk factors. - **Platforms:** iOS - **Version Reviewed:** 3.4.0 - **Report Date:** 2026-08-10 - **Signal Count:** 27 reviews analyzed - **Confidence:** Medium (0.6/1.0) - **App Store ID (iOS):** 1048337814 - **Bundle ID:** org.sagebase.molemapper - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-08-10 ## Executive Snapshot **What it is:** Mole Mapper is a health-tracking tool for iOS that allows users to map and measure skin moles for longitudinal monitoring. **Why users hire it:** Users hire the app to maintain a visual history of skin lesions, serving as a personal archive for clinical discussions. ## App DNA (Features & Intent) - **[Differentiator] Mole Mapping Interface:** Visual tracking of skin lesions using a map-based layout to record location and progression. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Lesion Measurement Tool:** Calculates mole size using the camera and a reference coin for scale. - **[Standard] Full-body Mapping:** Constructs a comprehensive visual record of skin moles across the body. ## Market Position {#market-position} The app maintains a 2.88 rating on the iOS platform, reflecting mixed user reception due to stability issues. The lack of updates since late 2022 signals a shift away from active feature development. ## Monetization Strategy - **Model:** Free - **Tiers:** Free to download and use - **Analysis:** The app operates as a non-commercial research tool provided by a university with no monetization or subscription tiers. ## 🟡 User Sentiment (Medium Confidence: 27 of 27 reviews analyzed) {#user-sentiment} - **Overall Rating:** 2.88/5 - **Platform Split:** iOS 2.9/5 (25 ratings) - **Overall Sentiment:** Mixed ### Top Praises - **Medical professionals and patients find value in tracking mole changes to identify potential melanoma early** - **The visual slideshow feature allows users to easily compare mole progression photos over long periods** - **The app provides a free and accessible tool for users to contribute data to medical research** ### Top Complaints (Impact Areas) - **Frequent application crashes during photo viewing or mole mapping sessions prevent consistent longitudinal health monitoring** ## SWOT Analysis {#swot} **Core Strengths:** - Map-based interface provides a clear visual record of skin changes over time. - Non-commercial status ensures no monetization or subscription barriers. **Growth Levers:** - Integration of camera-roll imports would allow users to utilize high-quality external images. ## Recent Changes (v2 → v3) {#recent-changes} The app's competitive outlook has shifted from stable to declining as it is now formally characterized as a static research archive with no path for feature development. **Overall trend**: Declining **Compared at**: 2026-08-10 ### High-impact changes - **[Shifted] Outlook Trend** (positioning) ### Medium-impact changes - **[Shifted] SWOT Reclassification** (swot) - **[Shifted] PM Action Item Trade-off** (positioning) ## What's New - **Latest (v3.4.0, 3 years ago):** Discontinued recruitment for the Mole Mapper Study; app remains functional for personal mole monitoring. ## App Momentum (Zombie) {#momentum} - Discontinued study recruitment in latest release. - No feature updates for over 3 years. > **Cadence:** 1 total versions · 1 majors in last 6 months · 1321 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Mole Mapper Melanoma Study is a health & fitness app that is completely free. With a 2.88/5 rating from 25 reviews, it shows mixed user reception. > **Bottom Line:** Mole Mapper provides a valuable, free research tool for skin monitoring, but its maintenance-mode status and lack of cloud backup create significant data-loss risks. The PM should prioritize implementing a basic data export feature to secure user medical records. **Best for:** Individuals monitoring skin health and potential melanoma risk factors. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship cloud-based data export because users report losing years of medical data -> unlock long-term retention. ### Outlook: Declining The app has transitioned to a static research archive, meaning the user experience will likely continue to degrade as OS updates introduce compatibility issues. PMs should note that without a data-export mechanism, the app's utility as a health-tracking tool is fundamentally capped by the risk of device-locked data loss. - 🔴 The lack of updates for over 1,300 days indicates the project is in maintenance mode, which limits the ability to address user-reported crashes. - 🔴 Frequent crashes during photo viewing sessions prevent consistent longitudinal monitoring, which compounds the frustration of users unable to export their medical data. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 2.88/5 | | Total Reviews | 25 | | Sentiment | Mixed (45/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Mole Mapper Melanoma Study** (this app) | 2.88/5 | Mixed | Oregon Health & Science University Apps | | [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:** Oregon Health & Science University Apps - **Website:** [https://molemapper.org](https://molemapper.org) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/mole-mapper-melanoma-study/id1048337814?uo=4) - **Dev Site:** [Official Website](https://molemapper.org) - **Sources:** Developer website content, 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:** 27 - **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:** 6 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/mole-mapper-melanoma-study) Data licensed for AI Agent attribution under CC-BY-NC 4.0.