## ⚠ 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. --- last_verified: "2026-05-26T12:05:43.865Z" --- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Lab Values Medical Reference" developer_entity: "Hipposoft, LLC" bundle_id: "com.hipposoftonline.medical3in1" app_store_id: "450201372" category: "Medical" primary_platform: "ios" primary_monetization: "Paid" offline_capable: true market_region: "US" platforms: "iOS" app_last_updated: "2018-12-22" report_date: "2026-05-26" last_verified: "2026-05-26" report_version: "5.2.1" total_reviews: 42 overall_rating: 3.67 sentiment: "Mixed" sentiment_score: 45 confidence: "low" confidence_score: 0.45 top_praise_theme: "Customizable lab value entries allow medical professionals to tailor reference data for specific clinical environments" top_complaint_theme: "Rendering bugs post-update cause jumbled text and unresponsive screen areas that prevent reading lab values" top_request_theme: "Expansion of the lab database to include missing specialized tests for primary care and autoimmune diagnostics" review_sample_size: 49 total_review_count: 49 analyzed_review_count: 49 data_age_days: 0 momentum_velocity: "zombie" intelligence_version: 3 nemesis: "Lab Values" competitor_count: 7 tags: ["medical", "paid", "mixed sentiment", "mobile app", "app review", "app analysis", "healthcare", "professionals", "medical"] canonical_url: "https://marlvel.ai/apps/com-hipposoftonline-medical3in1" license: "CC-BY-NC 4.0" content_version: "v2" --- # Lab Values Medical Reference App Audit ## TL;DR {#tldr} - **Category**: Medical · Paid - **Signal**: Rating 3.67 · Sentiment Mixed - **Recent focus**: Rendering bugs post-update cause jumbled text and unresponsive screen areas that prevent reading lab values (top complaint) · Customizable lab value entries allow medical professionals to tailor reference data for specific clinical environments (top praise) · Expansion of the lab database to include missing specialized tests for primary care and autoimmune diagnostics (top request) > **TL;DR:** Lab Values Medical Reference is a medical app by Hipposoft, LLC, rated 3.67/5 by 42 users, with Mixed user sentiment (45/100), available on iOS. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Lab Values Medical Reference shows Mixed sentiment (3.67/5 from 42 reviews) — users praise customizable lab value entries allow medical professionals to tailor reference data for specific clinical environments but report issues with rendering bugs post-update cause jumbled text and unresponsive screen areas that prevent reading lab values. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.67/5 (42 reviews) | | **User Mood** | Mixed | | **Category** | Medical | | **Developer** | Hipposoft, LLC | | **Pricing** | Paid | | **Platforms** | iOS | | **Confidence** | Low (0.45/1.0) | | **Data Age** | 37d | ## Metadata & Market Performance - **Publisher:** Hipposoft, LLC - **Category:** Medical - **Target Audience:** Healthcare professionals and medical students who require fast, offline access to clinical lab values and medical terminology. - **Platforms:** iOS - **Version Audited:** 5.2.1 - **Audit Date:** 2026-05-26 - **Signal Count:** 49 reviews analyzed - **Confidence:** Low (0.45/1.0) - **App Store ID (iOS):** 450201372 - **Bundle ID:** com.hipposoftonline.medical3in1 - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-05-26 ## Executive Snapshot **What it is:** Lab Values Medical Reference is a clinical utility app for healthcare professionals providing offline access to lab values, abbreviations, and medical terminology on iOS. **Why users hire it:** Users hire the app to maintain a personalized, offline-accessible clinical reference library that adapts to specific institutional lab ranges. ## App DNA (Features & Intent) - **[Differentiator] Editable Data Repository:** Users can create, edit, and categorize lab values and medical data within the app interface. - **[Standard] 3-in-1 Medical Reference:** Bundles lab reference values, medical abbreviations, and prefix/suffix etymology into a single application. - **[Differentiator] Offline Data Access:** Retrieves lab values and clinical descriptions without requiring an active internet connection. * *User Intent:* Users want uninterrupted access without internet dependency. ## Market Position {#market-position} The app maintains a presence in the Medical category across 50+ markets, currently holding a #47 Paid rank in the US. The discrepancy between its niche utility and the high-frequency update cadence of rivals like Lab Values signals a risk of long-term relevance decay. ## Monetization Strategy - **Model:** Paid - **Tiers:** $2.99 one-time purchase - **Price:** iOS: $2.99 - **Analysis:** Paid model at $2.99 provides full access to the reference library without recurring subscription fees or ad-supported interruptions. ## 🟡 User Sentiment (Low Confidence: 49 of 49 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3.67/5 - **Platform Split:** iOS 3.7/5 (42 ratings) - **Overall Sentiment:** Mixed ### Top Praises - **Customizable lab value entries allow medical professionals to tailor reference data for specific clinical environments** ### Top Complaints (Impact Areas) - **Rendering bugs post-update cause jumbled text and unresponsive screen areas that prevent reading lab values** ### Top Requests (What Users Want) - **Expansion of the lab database to include missing specialized tests for primary care and autoimmune diagnostics** ## SWOT Analysis {#swot} **Core Strengths:** - Editable data repository functions as a switching-cost moat for clinical workflows - 3-in-1 utility provides high value-per-dollar **Critical Frictions:** - Rendering bugs in the latest version cause screen unresponsiveness - Missing specialized tests like ANA titers limit utility for primary care **Growth Levers:** - Expansion of the lab database to include autoimmune diagnostics would capture underserved specialist segments **Market Threats:** - Lab Values (Pierre Robinson Debut) maintains a higher update frequency, eroding the target's clinical authority ## Recent Changes (v2 → v3) {#recent-changes} The app's competitive position has declined due to critical UI rendering bugs introduced in the latest update, which have negatively impacted user sentiment and usability. **Overall trend**: Declining **Compared at**: 2026-05-26 ### High-impact changes - **[Declined] Sentiment and Rating Shift** (sentiment) — Overall sentiment shifted from positive to mixed, with the sentiment score falling from 72 to 45. - **[Declined] Emergence of Critical Technical Complaints** (sentiment) — New complaints regarding rendering bugs, jumbled text, and unresponsive screen areas have replaced previous general crash reports. ### Medium-impact changes - **[Added] Offline Data Access Feature** (features) — Offline data access is now formally defined as a core feature and competitive differentiator. - **[Added] New SWOT Weaknesses** (swot) — Added specific weaknesses regarding screen unresponsiveness and missing specialized tests like ANA titers. ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Lab Values Medical Reference vs Lab Values — Head to Head - **[Lab Values](https://marlvel.ai/apps/com-pierrerobinsondebut-constantes)** by Pierre Robinson Debut: This app directly mirrors the target's core value proposition as a dedicated lab reference tool with a significantly higher user engagement volume. - **Moat strength:** Medium — durable but contestable - **Key differences:** - Maintains a modern, frequently updated database that ensures clinical accuracy for current medical standards. - Focuses exclusively on lab reference ranges, avoiding the feature bloat found in broader medical encyclopedias. - Provides a streamlined, high-performance interface optimized for rapid lookup during clinical rounds. - **Where Lab Values Medical Reference wins:** - ✅ Offers a more comprehensive 3-in-1 utility by bundling abbreviations and medical prefixes with lab values. - ✅ Provides greater user control through editable data fields and custom category creation for personalized workflows. - **Where Lab Values wins:** - ❌ Maintains a significantly higher update frequency, ensuring data remains relevant for modern clinical practice. - ❌ Delivers a more polished, contemporary UI that reduces cognitive load during high-pressure medical lookups. - **Verdict:** The target app must modernize its UI and update its content database to compete with the nemesis's superior clinical relevance and usability. ### Contenders (Strong Challengers) - **[Medscape](https://marlvel.ai/apps/medscape)** by WebMD [Moat: High]: A massive, multi-functional medical ecosystem that dominates the market through sheer breadth of clinical content and frequent updates. - Integrates drug interaction checkers and clinical calculators alongside standard lab reference values. - Operates as a comprehensive medical news and education platform rather than a static reference tool. - **[Nursing Central](https://marlvel.ai/apps/com-unboundmedicine-nursingcentral)** by Unbound Medicine, Inc. [Moat: High]: A highly specialized, premium-tier reference suite that captures the professional nursing demographic with deep, evidence-based content. - Provides curated, evidence-based nursing content that goes far beyond simple lab value lookups. - Utilizes a subscription-based model that funds continuous, high-quality content updates and professional-grade features. ### Peers (What They Do Better) - **[UpToDate](https://marlvel.ai/apps/uptodate)** by UpToDate, Inc.: The industry standard for clinical decision support, serving as the primary reference for evidence-based medicine. - Offers deep, peer-reviewed clinical synthesis that far exceeds the scope of simple lab value reference apps. - Functions as a critical decision-support tool for physicians rather than a quick-reference lookup utility. - **[Merck Manual Professional](https://marlvel.ai/apps/merck-manual-professional)** by Merck & Co Inc: A trusted, authoritative medical textbook resource that provides comprehensive diagnostic and therapeutic information. - Delivers authoritative, textbook-grade medical content that is widely recognized as a gold standard for accuracy. - Focuses on diagnostic pathways and treatment protocols rather than just providing static reference data. - **[Calculate by QxMD](https://marlvel.ai/apps/calculate-by-qxmd)** by WebMD: A specialized tool focused on clinical decision-making through complex medical calculators and risk assessment scores. - Prioritizes interactive clinical calculators that help practitioners make immediate diagnostic and treatment decisions. - Integrates seamlessly into clinical workflows by providing actionable scores rather than just reference data. - **[Figure 1 - Medical Cases](https://marlvel.ai/apps/figure-1-medical-cases)** by Figure 1, Inc.: A social-learning platform that uses real-world medical cases to facilitate peer-to-peer knowledge sharing among clinicians. - Leverages a community-driven model to provide visual, case-based learning that static reference apps cannot replicate. - Focuses on collaborative diagnosis and peer discussion rather than serving as a standalone data reference. ## What's New - **Latest (v1.1, 14 years ago):** Added 7 new labs and updated lab value descriptions, differentials, and reference values. Requires manual reinstall via iTunes, resulting in data loss. ## App Momentum (Zombie) {#momentum} - Ships stability fixes for latest iOS. - Quiet 6 years — bug fixes only. > **Cadence:** 5 total versions · 3 majors in last 6 months · 2712 days since last update · 302 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Lab Values Medical Reference is an established medical app that is a paid app. With a 3.67/5 rating from 42 reviews, it shows polarized user reception. > **Bottom Line:** The app holds a unique position through its editable data mechanism, but the recent rendering bugs render it unusable for many, so the PM must prioritize UI stabilization to prevent total loss of the professional user base. **Best for:** Healthcare professionals and medical students who require fast, offline access to clinical lab values and medical terminology. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] [HIGH IMPACT] Rebuild UI rendering logic because the latest update introduced unresponsive screen areas → restore basic usability — *Rendering bugs are the #1 complaint theme in recent user reviews.* _(trade-off: deprioritize Pause the database expansion project — usability must be restored before adding new content.)_ - [ ] [INVEST] [MEDIUM IMPACT] Audit and expand the lab database to include missing panels because users report missing ANA titers → reduce churn to competitors — *Specialists report frustration when common tests are absent from the primary search index.* _(trade-off: deprioritize Same-quarter capacity available — no major lever displaced.)_ ### Feature Gaps vs Competitors - Modern UI/UX (available in Lab Values but missing here) - Frequently updated clinical database (available in Lab Values but missing here) ### Outlook: Declining The medical reference market is consolidating around high-frequency, modern tools that offer broader clinical ecosystems. The target app's maintenance-mode posture leaves it exposed to rivals that provide better clinical relevance, so the PM must pivot to a stability-first strategy to avoid obsolescence. - 🔴 Rendering bugs in the latest update cause screen unresponsiveness, which directly erodes the daily active habit for clinicians. - 🔴 The lack of database expansion for specialized tests causes users to seek alternatives, accelerating churn pressure into the next quarter. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.67/5 | | Total Reviews | 42 | | Sentiment | Mixed (45/100) | | Confidence | Low | | Pricing Model | Paid | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Lab Values Medical Reference** (this app) | 3.67/5 | Mixed | Hipposoft, LLC | | [Nursing Central](https://marlvel.ai/apps/com-unboundmedicine-nursingcentral) | 4.9/5 | N/A | Unbound Medicine, Inc. | | [UpToDate](https://marlvel.ai/apps/uptodate) | 4.3/5 | N/A | UpToDate, Inc. | | [Medscape](https://marlvel.ai/apps/medscape) | 3.7/5 | N/A | WebMD | | [Merck Manual Professional](https://marlvel.ai/apps/merck-manual-professional) | 4.8/5 | N/A | Merck & Co Inc | | [Calculate by QxMD](https://marlvel.ai/apps/calculate-by-qxmd) | 4.8/5 | N/A | WebMD | ## Company Profile - **Developer:** Hipposoft, LLC ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/lab-values-medical-reference/id450201372?uo=2) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*Nursing Central*](https://marlvel.ai/apps/com-unboundmedicine-nursingcentral) (Unbound Medicine, Inc.) — 4.9/5 Rating | N/A Sentiment - [*UpToDate*](https://marlvel.ai/apps/uptodate) (UpToDate, Inc.) — 4.3/5 Rating | N/A Sentiment - [*Medscape*](https://marlvel.ai/apps/medscape) (WebMD) — 3.7/5 Rating | N/A Sentiment - [*Merck Manual Professional*](https://marlvel.ai/apps/merck-manual-professional) (Merck & Co Inc) — 4.8/5 Rating | N/A Sentiment - [*Calculate by QxMD*](https://marlvel.ai/apps/calculate-by-qxmd) (WebMD) — 4.8/5 Rating | N/A Sentiment - [*Figure 1 - Medical Cases*](https://marlvel.ai/apps/figure-1-medical-cases) (Figure 1, Inc.) — 4.7/5 Rating | N/A Sentiment - [*Lab Values*](https://marlvel.ai/apps/com-pierrerobinsondebut-constantes) (Pierre Robinson Debut) — 4.8/5 Rating | N/A Sentiment - [*Move On with AJ*](https://marlvel.ai/apps/move-on-with-aj) (Universal Relaxation Ltd) — 4.3/5 Rating | Positive Sentiment - [*Ortho Traumapedia*](https://marlvel.ai/apps/orthotraumapedia) (HTG, LLC) — 3.5/5 Rating | N/A Sentiment - [*FHO+ Calc*](https://marlvel.ai/apps/ca-fhocalc-app) (Manu Kaushik) — N/A Rating | N/A Sentiment ## 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 and evidence quoting. 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:** 0.45/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 49 - **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:** 37 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/com-hipposoftonline-medical3in1) Data licensed for AI Agent attribution under CC-BY-NC 4.0.