--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Georgia TB Reference Guide" developer_entity: "Emory University" bundle_id: "edu.emory.tb.guide" app_store_id: "1583294462" category: "Medical" primary_platform: "ios" primary_monetization: "Free" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-04-08" report_date: "2026-08-22" last_verified: "2026-08-22T00:00:00.000Z" report_version: "2.0" total_reviews: 10 overall_rating: 5 sentiment: "Thrilled" sentiment_score: 90 confidence: "medium" confidence_score: 0.55 top_praise_theme: "Mobile access to clinical reference materials replaces bulky physical booklets for field professionals" review_sample_size: 3 total_review_count: 3 analyzed_review_count: 3 data_age_days: 7 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["medical", "free", "thrilled sentiment", "mobile app", "app review", "app analysis", "healthcare", "professionals", "including"] canonical_url: "https://marlvel.ai/apps/georgia-tb-reference-guide" 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. --- # Georgia TB Reference Guide Intelligence Report ## TL;DR {#tldr} - **Category**: Medical · Free - **Signal**: Rating 5 · Sentiment Thrilled - **Recent focus**: Mobile access to clinical reference materials replaces bulky physical booklets for field professionals (top praise) > **TL;DR:** Georgia TB Reference Guide is a medical app by Emory University, rated 5/5 by 10 users, with Thrilled user sentiment (90/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** Georgia TB Reference Guide maintains Thrilled user sentiment (5/5 from 10 reviews), with users consistently praising mobile access to clinical reference materials replaces bulky physical booklets for field professionals. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 5/5 (10 reviews) | | **User Mood** | Thrilled | | **Category** | Medical | | **Developer** | Emory University | | **Pricing** | Free | | **Platforms** | iOS | | **Confidence** | Medium (0.55/1.0) | | **Data Age** | 7d | ## Metadata & Market Performance - **Publisher:** Emory University - **Category:** Medical - **Target Audience:** Healthcare professionals including doctors, nurses, and public health coordinators who diagnose or treat tuberculosis in Georgia. - **Platforms:** iOS - **Version Reviewed:** 2.0 - **Report Date:** 2026-08-22 - **Signal Count:** 3 reviews analyzed - **Confidence:** Medium (0.55/1.0) - **App Store ID (iOS):** 1583294462 - **Bundle ID:** edu.emory.tb.guide - **Performance Trend:** Mixed - **Data Window:** Analysis based on signals collected up to 2026-08-22 ## Executive Snapshot **What it is:** Georgia TB Reference Guide is a clinical reference tool for tuberculosis care, providing Georgia-based healthcare professionals with searchable, evidence-based guidelines on iOS. **Why users hire it:** The app removes the cognitive and physical friction of carrying static, paper-based clinical booklets, allowing clinicians to retrieve standardized treatment regimens at the point of care. ## App DNA (Features & Intent) - **[Differentiator] TB Clinical Reference:** Searchable database of tuberculosis infection, disease, and control guidelines based on ATS, CDC, IDSA, and WHO standards. * *User Intent:* Users need clear guidance to understand and adopt the product quickly. - **[Differentiator] County TB Coordinator Directory:** Contact list for tuberculosis coordinators in every Georgia county, enabling direct communication for case management. * *User Intent:* Users want real-time communication within the app experience. - **[Standard] Search and Bookmarking:** In-app search functionality and bookmarking system for quick retrieval of specific treatment regimens and dosing recommendations. * *User Intent:* Users want to quickly find relevant content or features. ## Market Position {#market-position} Georgia TB Reference Guide maintains a 5.0-star rating across 10 store ratings, reflecting high satisfaction among its niche professional user base. The 135-day update gap suggests a stable, maintenance-focused position rather than an aggressive growth strategy. ## Monetization Strategy - **Model:** Free - **Tiers:** Free for all users - **Analysis:** The app is a free public health resource funded by state and federal grants, prioritizing accessibility over direct monetization. ## 🟢 User Sentiment (Medium Confidence: 3 of 3 reviews analyzed) {#user-sentiment} - **Overall Rating:** 5/5 - **Platform Split:** iOS 5.0/5 (10 ratings) - **Overall Sentiment:** Thrilled ### Top Praises - **Mobile access to clinical reference materials replaces bulky physical booklets for field professionals** - **Regular content updates ensure clinical guidelines remain current with the latest research and protocols** - **Personalized note-taking and bookmarking features improve information organization for respiratory disease specialists** ## SWOT Analysis {#swot} **Core Strengths:** - County-level coordinator directory embeds the app into state public health workflows - Evidence-based content curation builds clinical trust with Georgia healthcare providers **Growth Levers:** - Regional expansion of the coordinator directory to neighboring states - Integration of push notifications for urgent CDC guideline changes ## Recent Changes (v2 → v3) {#recent-changes} The assessment of the app's clinical utility has shifted from UI-focused maintenance to concerns regarding protocol obsolescence. The 135-day update cadence is now explicitly identified as a risk to the app's primary value proposition. **Overall trend**: Mixed **Compared at**: 2026-08-22 ### High-impact changes - **[Shifted] Outlook on update cadence** (positioning) ### Medium-impact changes - **[Added] Offline-first sync weakness** (swot) - **[Added] Alternative resource disclosure** (features) ## What's New - **Latest (v2.0, 4 months ago):** Introduced a redesigned UI with a smarter action bar, integrated search functionality, and enhanced bookmarking tools. ## App Momentum (Maintenance) {#momentum} - Shipped UI redesign in latest release. - Maintains 135-day update cadence. > **Cadence:** 1 total versions · 1 majors in last 6 months · 135 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} Georgia TB Reference Guide is a medical app that is completely free. It holds a 5/5 rating from 10 reviews. > **Bottom Line:** Maintaining the accuracy of clinical protocols is the primary mechanism for retention, and the current update cadence must accelerate to keep pace with evolving CDC and WHO standards. **Best for:** Healthcare professionals including doctors, nurses, and public health coordinators who diagnose or treat tuberculosis in Georgia. ### PM Action Plan (Next Best Moves) - [ ] [INVEST] Ship automated content-update alerts because the current 135-day cadence risks clinical obsolescence -> maintain clinical trust ### Outlook: Stable Clinical reference tools are moving toward real-time, integrated decision support, and Georgia TB Reference Guide's current static-reference model faces pressure to remain relevant. The lack of frequent updates signals a maintenance-only posture that may struggle to support new, emerging TB treatment protocols. - 🔴 The 135-day update gap suggests a maintenance-only posture, which may fail to reflect the rapid evolution of TB treatment protocols. - 🟢 High user satisfaction (5.0 stars) indicates the current feature set successfully solves the primary pain point of replacing physical booklets. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 5/5 | | Total Reviews | 10 | | Sentiment | Thrilled (90/100) | | Confidence | Medium | | Pricing Model | Free | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Mixed | | Outlook | Stable | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Georgia TB Reference Guide** (this app) | 5/5 | Thrilled | Emory University | | [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:** Emory University - **Website:** [https://georgiactsa.org/news-events/news/2023/discovery/tb-ref-app/index.html](https://georgiactsa.org/news-events/news/2023/discovery/tb-ref-app/index.html) - **Social:** [X/Twitter](https://twitter.com/Georgia_CTSA) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/georgia-tb-reference-guide/id1583294462?uo=4) - **Dev Site:** [Official Website](https://georgiactsa.org/news-events/news/2023/discovery/tb-ref-app/index.html) - **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 - [*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 - [*1O Patient Portal*](https://marlvel.ai/apps/1o-patient-portal) (1st Optimal, LLC) · N/A 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:** 0.55/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 3 - **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:** 7 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/georgia-tb-reference-guide) Data licensed for AI Agent attribution under CC-BY-NC 4.0.