--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "ICD 10 Coding Guide – Unbound" developer_entity: "Unbound Medicine, Inc." bundle_id: "com.unboundmedicine.ICD10CM" app_store_id: "1055441695" category: "Medical" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: true market_region: "US" platforms: "iOS" app_last_updated: "2026-04-01" report_date: "2026-08-01" last_verified: "2026-08-01T00:00:00.000Z" report_version: "1.13" total_reviews: 164 overall_rating: 4.4 sentiment: "Upset" sentiment_score: 15 confidence: "medium" confidence_score: 0.6 top_praise_theme: "The comprehensive medical coding content provides a complete reference for users during their clinical shifts" top_complaint_theme: "The lack of a clear registration path prevents new users from accessing the application content" review_sample_size: 11 total_review_count: 11 analyzed_review_count: 11 data_age_days: 23 momentum_velocity: "intense" intelligence_version: 3 tags: ["medical", "subscription", "upset sentiment", "mobile app", "app review", "app analysis", "healthcare", "professionals", "medical"] canonical_url: "https://marlvel.ai/apps/icd-10-coding-guide-unbound" 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. --- # ICD 10 Coding Guide – Unbound Intelligence Report ## TL;DR {#tldr} - **Category**: Medical · Subscription - **Signal**: Rating 4.44 · Sentiment Upset - **Recent focus**: The lack of a clear registration path prevents new users from accessing the application content (top complaint) · The comprehensive medical coding content provides a complete reference for users during their clinical shifts (top praise) > **TL;DR:** ICD 10 Coding Guide – Unbound is a medical app by Unbound Medicine, Inc., rated 4.44/5 by 164 users, with Upset user sentiment (15/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** ICD 10 Coding Guide – Unbound faces Upset user sentiment (4.44/5 from 164 reviews), with users reporting the lack of a clear registration path prevents new users from accessing the application content as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.44/5 (164 reviews) | | **User Mood** | Upset | | **Category** | Medical | | **Developer** | Unbound Medicine, Inc. | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Medium (0.6/1.0) | | **Data Age** | 23d | ## Metadata & Market Performance - **Publisher:** Unbound Medicine, Inc. - **Category:** Medical - **Target Audience:** Healthcare professionals and medical students requiring rapid, offline access to clinical coding standards. - **Platforms:** iOS - **Version Reviewed:** 1.13 - **Report Date:** 2026-08-01 - **Signal Count:** 11 reviews analyzed - **Confidence:** Medium (0.6/1.0) - **App Store ID (iOS):** 1055441695 - **Bundle ID:** com.unboundmedicine.ICD10CM - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-08-01 ## Executive Snapshot **What it is:** ICD 10 Coding Guide – Unbound is a mobile reference tool for healthcare professionals to look up ICD-10-CM medical codes on iOS. **Why users hire it:** The app removes the need for internet connectivity during clinical shifts, providing a reliable reference for complex medical coding at the point of care. ## App DNA (Features & Intent) - **[Standard] ICD-10-CM Code Lookup:** Searchable database of medical codes by disease, injury, drug, or keyword * *User Intent:* Users want to quickly find relevant content or features. - **[Differentiator] Color-keyed Code Trees:** Visual hierarchy for navigating ICD-10-CM code structures - **[Differentiator] Offline Access:** Full database availability without internet connection after initial download * *User Intent:* Users want uninterrupted access without internet dependency. ## Market Position {#market-position} The app holds a 4.4-star rating across 164 total ratings. The lack of a clear registration path prevents new users from accessing the content, creating a significant barrier to entry in the medical reference category. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free trial for first-time users, $9.99/year annual subscription - **Analysis:** Subscription model anchored at $9.99/year, utilizing a free trial to gate all content access post-period. ## 🔴 User Sentiment (Medium Confidence: 11 of 11 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.44/5 - **Platform Split:** iOS 4.4/5 (164 ratings) - **Overall Sentiment:** Upset - **Note:** The 4.44/5 store rating reflects cumulative history, while the Upset sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Praises - **The comprehensive medical coding content provides a complete reference for users during their clinical shifts** ### Top Complaints (Impact Areas) - **The lack of a clear registration path prevents new users from accessing the application content** ## SWOT Analysis {#swot} **Core Strengths:** - Color-keyed code trees simplify complex clinical classification - Offline-first database ensures utility in clinical environments **Growth Levers:** - Implementing a web-based registration portal would resolve the primary churn driver ## Recent Changes (v2 → v3) {#recent-changes} The application transitioned to a $9.99/year subscription model, but the update introduced a critical onboarding defect that prevents new users from registering or accessing content. **Overall trend**: Declining **Compared at**: 2026-08-01 ### High-impact changes - **[Shifted] Subscription Model Implementation** (pricing) - **[Declined] Critical Onboarding Failure** (sentiment) ### Medium-impact changes - **[Improved] Feature Repositioning** (features) - **[Declined] Search Functionality Regression** (sentiment) ## App Momentum (Intense) {#momentum} - Ships payment technology and purchase restoration. - Last update 122 days ago. > **Cadence:** 5 total versions · 0 majors in last 6 months · 15 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} ICD 10 Coding Guide – Unbound is a medical app. With a 4.44/5 rating from 164 reviews, it draws more critical themes in recent reviews than its store average suggests. > **Bottom Line:** Resolving the registration barrier is the only path to stabilizing the user base, as the current onboarding flow actively prevents new revenue. Addressing this friction would unlock the conversion potential of the existing, high-quality clinical content library. **Best for:** Healthcare professionals and medical students requiring rapid, offline access to clinical coding standards. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship a direct registration portal because the current login-only screen blocks all new-user conversion → unlock top-of-funnel growth. ### Outlook: Declining The medical reference market is consolidating around tools that offer seamless, multi-platform access. Unbound Medicine's failure to provide a registration path leaves the app exposed, as professional users will churn to competitors that allow immediate access to clinical data. - 🔴 The lack of a registration path creates a hard ceiling on new user acquisition, which compounds the negative sentiment already visible in reviews. - 🔴 Search functionality failures limit the tool's utility at the point of care, threatening the retention of professional users who require accuracy. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.44/5 | | Total Reviews | 164 | | Sentiment | Upset (15/100) | | Confidence | Medium | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **ICD 10 Coding Guide – Unbound** (this app) | 4.44/5 | Upset | Unbound Medicine, Inc. | | [필잇 - 약 알림 및 복용 기록](https://marlvel.ai/apps/app--35) | N/A/5 | N/A | Hansub Yoo | | [레어노트 - 암·희귀질환 정보](https://marlvel.ai/apps/app--629) | 5.0/5 | N/A | LifeX, Inc. | | [창고형약국 약값체크](https://marlvel.ai/apps/com-hiddenwave-yakcheck) | N/A/5 | N/A | Lowkeybase | | [용인세브란스병원](https://marlvel.ai/apps/com-severance-newys) | 1.9/5 | N/A | Yonsei University Health System | | [1001Doktor](https://marlvel.ai/apps/com-binbirdoktor-binbirdoktor) | 4.8/5 | N/A | 1001Doktor Ltd. Şti. | ## Company Profile - **Developer:** Unbound Medicine, Inc. - **Website:** [https://www.unboundmedicine.com/products/iphone](https://www.unboundmedicine.com/products/iphone) - **Social:** [Instagram](https://www.instagram.com/unboundmedicine) · [Facebook](https://www.facebook.com/unboundmedicineinc) · [YouTube](https://www.youtube.com/unboundmedicine) · [LinkedIn](https://www.linkedin.com/company/unbound-medicine) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/icd-10-coding-guide-unbound/id1055441695?uo=4) - **Dev Site:** [Official Website](https://www.unboundmedicine.com/products/iphone) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*필잇 - 약 알림 및 복용 기록*](https://marlvel.ai/apps/app--35) (Hansub Yoo) · N/A Rating - [*레어노트 - 암·희귀질환 정보*](https://marlvel.ai/apps/app--629) (LifeX, Inc.) · 5.0/5 Rating - [*창고형약국 약값체크*](https://marlvel.ai/apps/com-hiddenwave-yakcheck) (Lowkeybase) · N/A Rating - [*용인세브란스병원*](https://marlvel.ai/apps/com-severance-newys) (Yonsei University Health System) · 1.9/5 Rating - [*1001Doktor*](https://marlvel.ai/apps/com-binbirdoktor-binbirdoktor) (1001Doktor Ltd. Şti.) · 4.8/5 Rating - [*12 Lead ECG Challenge*](https://marlvel.ai/apps/com-limmercreative-srtengine-12lead) (Limmer Creative) · 3.3/5 Rating - [*1-800 Contacts*](https://marlvel.ai/apps/com-1800contacts-1800contacts) (1-800 CONTACTS, Inc.) · 4.6/5 Rating - [*1MEDICINE*](https://marlvel.ai/apps/1medicine) (Matthew Culbert) · 5.0/5 Rating - [*2021 CDC STI (STD) Guidelines*](https://marlvel.ai/apps/com-enatal-std2021) (Don Miller) · 4.0/5 Rating - [*2nd.MD*](https://marlvel.ai/apps/2nd-md) (Accolade, Inc.) · 4.9/5 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:** 11 - **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:** 23 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/icd-10-coding-guide-unbound) Data licensed for AI Agent attribution under CC-BY-NC 4.0.