--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "The Low-Glycal Diet - Healthy Weight Loss Tracker" developer_entity: "BioFit, Inc." bundle_id: "Low-Glycal" app_store_id: "570086751" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2017-01-26" report_date: "2026-08-09" last_verified: "2026-08-09T00:00:00.000Z" report_version: "2.3" total_reviews: 107 overall_rating: 3.2 sentiment: "Frustrated" sentiment_score: 25 confidence: "medium" confidence_score: 0.45 top_praise_theme: "The core diet methodology provides a clear and effective framework for weight loss and health management" top_complaint_theme: "Frequent application crashes and data loss during meal entry prevent consistent use of the tracking features" review_sample_size: 49 total_review_count: 49 analyzed_review_count: 49 data_age_days: 25 momentum_velocity: "zombie" intelligence_version: 3 tags: ["health & fitness", "freemium", "frustrated sentiment", "mobile app", "app review", "app analysis", "individuals", "seeking", "weight"] canonical_url: "https://marlvel.ai/apps/the-low-glycal-diet-healthy-weight-loss-tracker" 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. --- # The Low-Glycal Diet - Healthy Weight Loss Tracker Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Freemium - **Signal**: Rating 3.24 · Sentiment Frustrated - **Recent focus**: Frequent application crashes and data loss during meal entry prevent consistent use of the tracking features (top complaint) · The core diet methodology provides a clear and effective framework for weight loss and health management (top praise) > **TL;DR:** The Low-Glycal Diet - Healthy Weight Loss Tracker is a health & fitness app by BioFit, Inc., rated 3.24/5 by 107 users, with Frustrated user sentiment (25/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** The Low-Glycal Diet - Healthy Weight Loss Tracker faces Frustrated user sentiment (3.24/5 from 107 reviews), with users reporting frequent application crashes and data loss during meal entry prevent consistent use of the tracking features as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 3.24/5 (107 reviews) | | **User Mood** | Frustrated | | **Category** | Health & Fitness | | **Developer** | BioFit, Inc. | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | Medium (0.45/1.0) | | **Data Age** | 25d | ## Metadata & Market Performance - **Publisher:** BioFit, Inc. - **Category:** Health & Fitness - **Target Audience:** Individuals seeking weight loss through specific glycemic load and caloric management, including those with diabetic health needs. - **Platforms:** iOS - **Version Reviewed:** 2.3 - **Report Date:** 2026-08-09 - **Signal Count:** 49 reviews analyzed - **Confidence:** Medium (0.45/1.0) - **App Store ID (iOS):** 570086751 - **Bundle ID:** Low-Glycal - **Performance Trend:** Declining - **Data Window:** Analysis based on signals collected up to 2026-08-09 ## Executive Snapshot **What it is:** The Low-Glycal Diet is a health and fitness tracker for iOS that uses a proprietary glycemic load formula to guide weight loss. **Why users hire it:** Users hire this app to manage weight through specific food combinations, but the lack of manual entry and persistent crashes prevent the app from serving as a reliable daily health tool. ## App DNA (Features & Intent) - **[Differentiator] Glycal Calculation Formula:** Proprietary formula based on glycemic load and calories to predict meal fattening potential. * *User Intent:* Users seek enhanced value through premium features. - **[Standard] Food Color-Coding:** Categorizes over 1000 foods as green, yellow, or red based on glycal impact. - **[Differentiator] Glycal Tracking:** Calculates and graphs daily glycal ranges based on user biometrics and sleep data. * *User Intent:* Users are motivated by consistent progression and daily incentives. ## Market Position {#market-position} The app maintains a 3.2-star rating across 107 total ratings, but the lack of updates since 2017 signals a zombie product status. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free version with basic food database, Pro version at $3.99 one-time fee - **Analysis:** Monetization relies on a low-friction one-time purchase to unlock advanced tracking and graphing features. ## 🔴 User Sentiment (Medium Confidence: 49 of 49 reviews analyzed) {#user-sentiment} - **Overall Rating:** 3.24/5 - **Platform Split:** iOS 3.2/5 (107 ratings) - **Overall Sentiment:** Frustrated ### Top Praises - **The core diet methodology provides a clear and effective framework for weight loss and health management** ### Top Complaints (Impact Areas) - **Frequent application crashes and data loss during meal entry prevent consistent use of the tracking features** ## SWOT Analysis {#swot} **Core Strengths:** - Proprietary glycal formula provides a distinct, medically-backed framework for weight loss **Growth Levers:** - Implementing a manual food entry feature would address the top user request ## Recent Changes (v2 → v3) {#recent-changes} The report identifies a shift toward sunsetting the product, as the developer now explicitly categorizes the app as a zombie project rather than a fixable asset. **Overall trend**: Declining **Compared at**: 2026-08-09 ### High-impact changes - **[Added] Sunset Strategy** (positioning) ### Medium-impact changes - **[Shifted] Zombie Product Classification** (positioning) - **[Shifted] Obsolescence Threat** (swot) ## What's New - **Latest (v2.3, 9 years ago):** Updated for iOS 10 compatibility and general bug fixes. ## App Momentum (Zombie) {#momentum} - No updates for 9 years - Zombie release velocity > **Cadence:** 1 total versions · 0 majors in last 6 months · 3481 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} The Low-Glycal Diet - Healthy Weight Loss Tracker is a health & fitness app that is free with in-app purchases. With a 3.24/5 rating from 107 reviews, it faces significant user friction. > **Bottom Line:** The Low-Glycal Diet offers a scientifically grounded weight-loss framework, but its technical instability and lack of updates since 2017 make it a high-churn product, so the developer must prioritize basic stability or sunset the app to protect brand reputation. **Best for:** Individuals seeking weight loss through specific glycemic load and caloric management, including those with diabetic health needs. ### PM Action Plan (Next Best Moves) - [ ] [SUNSET] Sunset the current build because it has been in maintenance mode since 2017 → stop user frustration from negative reviews ### Outlook: Declining The market for health tracking is consolidating around apps with active development and comprehensive food databases. The Low-Glycal Diet's failure to address basic stability and manual entry needs ensures continued churn as users migrate to modern alternatives. - 🔴 The lack of updates since 2017 prevents the app from supporting modern iOS features, which compounds the frustration of users experiencing persistent crashes. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 3.24/5 | | Total Reviews | 107 | | Sentiment | Frustrated (25/100) | | Confidence | Medium | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Trend | Declining | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **The Low-Glycal Diet - Healthy Weight Loss Tracker** (this app) | 3.24/5 | Frustrated | BioFit, Inc. | | [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.6/5 | n/a | Grow Labs LLC | | [Mind - Méditations guidées](https://marlvel.ai/apps/mind-m-ditations-guid-es) | 4.6/5 | Excited | MIND AND CIE | | [Strava: Run, Bike, Walk](https://marlvel.ai/apps/strava-run-bike-walk) | 4.7/5 | n/a | Strava, Inc. | | [Taller AI: Height Maximizer](https://marlvel.ai/apps/taller-ai-height-maximizer) | 4.7/5 | Excited | Leadimize | | [TallerTeen - Grow Taller Now](https://marlvel.ai/apps/tallerteen-grow-taller-now) | 4.7/5 | n/a | Viral App Developement LLC | ## Company Profile - **Developer:** BioFit, Inc. ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/the-low-glycal-diet-healthy-weight-loss-tracker/id570086751?uo=4) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.6/5 Rating - [*Mind - Méditations guidées*](https://marlvel.ai/apps/mind-m-ditations-guid-es) (MIND AND CIE) · 4.6/5 Rating | Positive Sentiment - [*Strava: Run, Bike, Walk*](https://marlvel.ai/apps/strava-run-bike-walk) (Strava, Inc.) · 4.7/5 Rating - [*Taller AI: Height Maximizer*](https://marlvel.ai/apps/taller-ai-height-maximizer) (Leadimize) · 4.7/5 Rating | Positive Sentiment - [*TallerTeen - Grow Taller Now*](https://marlvel.ai/apps/tallerteen-grow-taller-now) (Viral App Developement LLC) · 4.7/5 Rating - [*Activity Tracker・FitnessView*](https://marlvel.ai/apps/activity-tracker-fitnessview) (Funn Media, LLC) · 4.0/5 Rating - [*Avatran Soul*](https://marlvel.ai/apps/avatran-soul) (Avatran GmbH) · N/A Rating - [*Bubblic: Connect with people.*](https://marlvel.ai/apps/bubblic-connect-with-people) (Bubblic Inc.) · 4.6/5 Rating | Positive Sentiment - [*evolum - Meditation & Yoga*](https://marlvel.ai/apps/evolum-meditation-yoga) (Evolum) · 4.7/5 Rating | Positive Sentiment - [*Holoholo: Daily Memories*](https://marlvel.ai/apps/holoholo-daily-memories) (For Pedestrians LLC.) · 4.4/5 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:** 0.45/1.0 (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:** 25 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/the-low-glycal-diet-healthy-weight-loss-tracker) Data licensed for AI Agent attribution under CC-BY-NC 4.0.