--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "LiverFit: Liver Health" developer_entity: "Reelpop Media LLC" bundle_id: "com.reelpop.livershine" app_store_id: "6764316842" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-05-12" report_date: "2026-09-19" last_verified: "2026-09-19T00:00:00.000Z" report_version: "1.0" total_reviews: 0 confidence: "low" confidence_score: 0.05 data_age_days: 17 momentum_velocity: "zombie" intelligence_version: 2 tags: ["health & fitness", "freemium", "mobile app", "app review", "app analysis", "individuals", "focused", "metabolic"] canonical_url: "https://marlvel.ai/apps/liverfit-liver-health" 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. --- # LiverFit: Liver Health Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Freemium > **TL;DR:** LiverFit: Liver Health is a health & fitness app by Reelpop Media LLC, available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** LiverFit: Liver Health is a health & fitness app by Reelpop Media LLC. ## Quick Facts | Fact | Value | | :--- | :--- | | **Category** | Health & Fitness | | **Developer** | Reelpop Media LLC | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Low (0.05/1.0) | | **Data Age** | 17d | ## Metadata & Market Performance - **Publisher:** Reelpop Media LLC - **Category:** Health & Fitness - **Target Audience:** Individuals focused on metabolic health and liver wellness who want to track lifestyle habits against clinical markers. - **Platforms:** iOS - **Version Reviewed:** 1.0 - **Report Date:** 2026-09-19 - **Signal Count:** 0 reviews analyzed - **Confidence:** Low (0.05/1.0) - **App Store ID (iOS):** 6764316842 - **Bundle ID:** com.reelpop.livershine - **Data Window:** Analysis based on signals collected up to 2026-09-19 ## Executive Snapshot **What it is:** LiverFit is a metabolic health tracker that converts lifestyle habits into a daily Liver Score for users on iOS. **Why users hire it:** The app removes the cognitive cost of interpreting complex clinical markers like HSI and FLI by providing a single, trend-based number. ## App DNA (Features & Intent) - **[Differentiator] Liver Score Calculation:** Aggregates HSI, FLI, and LAP indicators into a single daily metric. * *User Intent:* Users are motivated by consistent progression and daily incentives. - **[Differentiator] AI Meal Logging:** Uses image recognition to log food items, gating this convenience behind a premium subscription. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] Lab Result Extraction:** Automated OCR extraction of bloodwork markers from uploaded images. ## Market Position {#market-position} LiverFit occupies a niche in the Health & Fitness category by focusing specifically on liver-age quantification. The lack of recent updates (130 days since last release) positions the app as a static utility rather than a dynamic competitor in the broader metabolic health space. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free: Liver Age, 7-day history, one program, read-only community., Premium: Unlimited history, all programs, AI logging, lab uploads, PDF exports. - **Analysis:** The freemium model gates high-utility features like lab extraction and AI logging to drive subscription conversion. ## SWOT Analysis {#swot} **Core Strengths:** - Proprietary Liver Score aggregates clinical indicators into a single daily habit metric. - Automated OCR extraction of bloodwork markers reduces friction for clinical monitoring. **Growth Levers:** - Wearable data integration could automate manual logging for HSI and LAP indicators. - Diagnostic lab partnerships could establish a B2B distribution channel for lab-upload features. ## App Momentum (Zombie) {#momentum} - Stalled development, no updates in 130 days. - Zero store ratings, no active user base. > **Cadence:** 1 total versions · 1 majors in last 6 months · 129 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} LiverFit: Liver Health is a health & fitness app that is free with in-app purchases. > **Bottom Line:** LiverFit provides a clear, quantifiable hook for metabolic health, but the lack of recent updates suggests the product is currently in maintenance mode. Restoring a regular release cadence is the prerequisite for building the trust required to monetize this health utility. **Best for:** Individuals focused on metabolic health and liver wellness who want to track lifestyle habits against clinical markers. ### PM Action Plan (Next Best Moves) - [ ] [MAINTAIN] Ship a minor stability update because the app has been silent for 130 days → restore user trust ### Outlook: Declining Metabolic health tracking is consolidating around apps that offer high-frequency updates and wearable integration. LiverFit is currently exposed due to its maintenance-mode cadence, which will likely prevent it from gaining the traction needed to compete with more active health platforms. - 🔴 The 130-day update gap indicates a stalled development cycle, which erodes the credibility of a health-tracking tool that requires consistent data input. - ⚪ The reliance on a proprietary Liver Score is a strong differentiator, but it remains unproven in the market due to the absence of user feedback. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Confidence | Low | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **LiverFit: Liver Health** (this app) | N/A/5 | N/A | Reelpop Media LLC | | [Mind - Méditations guidées](https://marlvel.ai/apps/mind-m-ditations-guid-es) | 4.6/5 | Excited | MIND AND CIE | | [evolum - Meditation & Yoga](https://marlvel.ai/apps/evolum-meditation-yoga) | 4.7/5 | Excited | Evolum | | [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.6/5 | Mixed | Grow Labs LLC | | [SpeechPacer](https://marlvel.ai/apps/speechpacer) | 1.0/5 | N/A | Felix Thron | | [Taller AI: Height Maximizer](https://marlvel.ai/apps/taller-ai-height-maximizer) | 4.7/5 | Excited | Leadimize | ## Company Profile - **Developer:** Reelpop Media LLC ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/liverfit-liver-health/id6764316842?uo=4) - **Sources:** App store metadata. ## Related Intel Reports - [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) · 4.6/5 Rating | Positive Sentiment - [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Evolum) · 4.7/5 Rating | Positive Sentiment - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.6/5 Rating - [*SpeechPacer*](https://marlvel.ai/apps/speechpacer) (Felix Thron) · 1.0/5 Rating - [*Taller AI: Height Maximizer*](https://marlvel.ai/apps/taller-ai-height-maximizer) (Leadimize) · 4.7/5 Rating | Positive Sentiment - [*나만의 짐, 나만의 운동공간이 필요할 때*](https://marlvel.ai/apps/this-is-a-web-service-that-allows-you-to-reserve-a) (lvher) · N/A Rating - [*하이타이 - 최저가 마사지, 스웨디시, 타이마사지 할인*](https://marlvel.ai/apps/kr-co-apptube-hitai2) (앱튜브(AppTube)) · 4.7/5 Rating - [*しりもちアプリ*](https://marlvel.ai/apps/scade-shirimochi) (株式会社S-CADE) · N/A Rating - [*ねむねむボタン*](https://marlvel.ai/apps/hiroto-neoti-neoti) (HIROTO TSUTSUSHIMA) · N/A Rating - [*ストレス・チェック*](https://marlvel.ai/apps/app--661) (Satoshi Sato) · 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:** 0.05/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 0 - **Data Sources:** 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:** 17 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/liverfit-liver-health) Data licensed for AI Agent attribution under CC-BY-NC 4.0.