--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "CodeIQ – ICD-10 Coding Tool" developer_entity: "Leo Luong" bundle_id: "com.codeiq.app" app_store_id: "6760373031" category: "Medical" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-03-17" report_date: "2026-08-14" last_verified: "2026-08-14T00:00:00.000Z" report_version: "1.2.0" total_reviews: 2 overall_rating: 5 sentiment: "Thrilled" sentiment_score: 90 confidence: "low" confidence_score: 0.3 top_praise_theme: "The streamlined interface makes looking up specific medical coding references efficient for busy healthcare professionals" review_sample_size: 1 total_review_count: 1 analyzed_review_count: 1 data_age_days: 2 momentum_velocity: "zombie" intelligence_version: 3 tags: ["medical", "free", "thrilled sentiment", "mobile app", "app review", "app analysis", "medical", "coders,", "billing"] canonical_url: "https://marlvel.ai/apps/codeiq-icd-10-coding-tool" 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. --- # CodeIQ – ICD-10 Coding Tool Intelligence Report ## TL;DR {#tldr} - **Category**: Medical · Free - **Signal**: Rating 5 · Sentiment Thrilled - **Recent focus**: The streamlined interface makes looking up specific medical coding references efficient for busy healthcare professionals (top praise) > **TL;DR:** CodeIQ – ICD-10 Coding Tool is a medical app by Leo Luong, rated 5/5 by 2 users, with Thrilled user sentiment (90/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** CodeIQ – ICD-10 Coding Tool maintains Thrilled user sentiment (5/5 from 2 reviews), with users consistently praising the streamlined interface makes looking up specific medical coding references efficient for busy healthcare professionals. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (2 reviews) | | **User Mood** | Thrilled | | **Category** | Medical | | **Developer** | Leo Luong | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Low (0.3/1.0) | | **Data Age** | 2d | ## Metadata & Market Performance - **Publisher:** Leo Luong - **Category:** Medical - **Target Audience:** Medical coders, billing specialists, and healthcare providers requiring rapid, accurate access to ICD-10-CM diagnostic codes. - **Platforms:** iOS - **Version Reviewed:** 1.2.0 - **Report Date:** 2026-08-14 - **Signal Count:** 1 review analyzed - **Confidence:** Low (0.3/1.0) - **App Store ID (iOS):** 6760373031 - **Bundle ID:** com.codeiq.app - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-14 ## Executive Snapshot **What it is:** CodeIQ is an offline ICD-10-CM reference tool for medical coders and providers on iOS. **Why users hire it:** It removes the connectivity dependency and login friction that plague web-based medical coding databases. ## App DNA (Features & Intent) - **[Standard] ICD-10-CM Search:** Instant lookup of 74,260 codes by description or code string, driving daily usage as a primary reference tool. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Differentiator] Claim Validation:** Automated check for missing companion codes and coding errors, reducing billing errors for providers. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] HCC Risk Adjustment Weights:** Color-coded visualization of risk adjustment impact, positioning the app for specialized revenue cycle management. ## Market Position {#market-position} CodeIQ maintains a 5.0-star rating on the iOS platform, though its reach remains limited with only 2 total ratings. The absence of updates for 150 days indicates a static market position that prioritizes utility over active growth. ## Monetization Strategy - **Model:** Free - **Tiers:** Fully free access to all features - **Analysis:** CodeIQ operates as a free, ad-free, and account-free utility with no current monetization gates. ## 🟢 User Sentiment (Low Confidence: 1 of 1 review analyzed) {#user-sentiment} - **Overall Rating:** 5/5 - **Platform Split:** iOS 5.0/5 (2 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **The streamlined interface makes looking up specific medical coding references efficient for busy healthcare professionals** ## SWOT Analysis {#swot} **Core Strengths:** - Offline data storage removes connectivity dependencies - HCC risk adjustment visualization provides specialized revenue cycle utility **Growth Levers:** - Automated claim-scrubbing logic could displace manual billing workflows ## Recent Changes (v2 → v3) {#recent-changes} CodeIQ remains in a static, maintenance-only state with no functional or pricing changes. The primary shift is a more critical assessment of the 150-day development silence as a threat to the app's long-term clinical utility. **Overall trend**: Stable **Compared at**: 2026-08-14 ### High-impact changes - **[Shifted] Narrative focus on update risk** (positioning) ### Medium-impact changes - **[Shifted] SWOT analysis update** (swot) ## App Momentum (Zombie) {#momentum} - Quiet 5 months, no recent updates. - Maintains 5.0-star rating. > **Cadence:** 1 total versions · 0 majors in last 6 months · 150 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} CodeIQ – ICD-10 Coding Tool is a medical app that is completely free. It holds a 5/5 rating from 2 reviews. > **Bottom Line:** CodeIQ offers high utility for clinical coders via its offline-first design, but the lack of recent updates threatens its long-term viability as coding standards evolve. Maintaining dataset currency is the primary lever for retaining professional users. **Best for:** Medical coders, billing specialists, and healthcare providers requiring rapid, accurate access to ICD-10-CM diagnostic codes. ### PM Action Plan (Next Best Moves) - [ ] [MAINTAIN] Audit 2026 code dataset requirements because the current 150-day silence risks obsolescence → maintain clinical accuracy ### Outlook: Stable The medical reference market is shifting toward integrated, cloud-synced platforms that offer real-time updates. CodeIQ's offline-first approach is a differentiator for secure environments, but the lack of recent updates creates a churn risk as users require the latest diagnostic codes. - ⚪ The 150-day development silence suggests a maintenance-only posture, which limits the app's ability to compete with platforms offering annual coding updates. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 2 | | Sentiment | Thrilled (90/100) | | Confidence | Low | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Stable | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **CodeIQ – ICD-10 Coding Tool** (this app) | 5/5 | Thrilled | Leo Luong | | [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:** Leo Luong ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/codeiq-icd-10-coding-tool/id6760373031?uo=4) - **Sources:** 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 - [*10th HiD*](https://marlvel.ai/apps/10th-hid) (Catch Dynamics, Inc.) · N/A 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 ## 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:** 0.3/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 1 - **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:** 2 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/codeiq-icd-10-coding-tool) Data licensed for AI Agent attribution under CC-BY-NC 4.0.