## ⚠ 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: "2026-06-18T09:10:40.638Z"
---
schema_type: "SoftwareApplication"
entity_type: "Mobile Application"
app_name: "Weight-Monitor"
developer_entity: "Essence Computing"
bundle_id: "uk.co.esscomp.Weight-Monitor"
app_store_id: "442890212"
category: "Medical"
primary_platform: "ios"
primary_monetization: "Paid"
offline_capable: false
market_region: "US"
platforms: "iOS"
app_last_updated: "2020-03-29"
report_date: "2026-06-18"
last_verified: "2026-06-18"
report_version: "1.9"
total_reviews: 0
sentiment: "Frustrated"
sentiment_score: 25
confidence: "low"
confidence_score: 0.45
top_praise_theme: "The rolling ten day average weight line provides helpful visual progress tracking for users"
top_complaint_theme: "Persistent data entry failures and unit conversion errors prevent basic functionality for many users"
top_request_theme: "Users request the ability to export weight data via text or direct entry methods"
review_sample_size: 18
total_review_count: 18
analyzed_review_count: 18
data_age_days: 0
momentum_velocity: "zombie"
intelligence_version: 3
nemesis: "Glucose Buddy Diabetes Tracker"
competitor_count: 9
tags: ["medical", "paid", "frustrated sentiment", "mobile app", "app review", "app analysis", "individuals", "seeking", "simple,"]
canonical_url: "https://marlvel.ai/intel-report/medical/weight-monitor"
license: "CC-BY-NC 4.0"
content_version: "v2"
---

# Weight-Monitor App Audit

## TL;DR {#tldr}

- **Category**: Medical · Paid
- **Signal**: Sentiment Frustrated
- **Recent focus**: Persistent data entry failures and unit conversion errors prevent basic functionality for many users (top complaint) · The rolling ten day average weight line provides helpful visual progress tracking for users (top praise) · Users request the ability to export weight data via text or direct entry methods (top request)

> **TL;DR:** Weight-Monitor is a medical app by Essence Computing, with Frustrated user sentiment (25/100), available on iOS.
>
> **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence.

<!-- speakable-start -->
> **Key Insight:** Weight-Monitor is a medical app by Essence Computing.
<!-- speakable-end -->

## Quick Facts

| Fact | Value |
| :--- | :--- |
| **User Mood** | Frustrated |
| **Category** | Medical |
| **Developer** | Essence Computing |
| **Pricing** | Paid |
| **Platforms** | iOS |
| **Confidence** | Low (0.45/1.0) |
| **Data Age** | 0d |

## Metadata & Market Performance
- **Publisher:** Essence Computing
- **Category:** Medical
- **Target Audience:** Individuals seeking a simple, manual-entry tool for long-term weight management and trend analysis.
- **Platforms:** iOS
- **Version Audited:** 1.9
- **Audit Date:** 2026-06-18
- **Signal Count:** 18 reviews analyzed
- **Confidence:** Low (0.45/1.0)
- **App Store ID (iOS):** 442890212
- **Bundle ID:** uk.co.esscomp.Weight-Monitor
- **Performance Trend:** Declining
- **Data Window:** Analysis based on signals collected up to 2026-06-18

<!-- section:executive-snapshot -->
## Executive Snapshot
**What it is:** Weight-Monitor is a manual-entry health tracking app for iOS that plots weight trends and rolling averages for individual or household users.
**Why users hire it:** Users hire this app to visualize weight progress without the recurring costs or complexity of subscription-based health platforms.
<!-- /section:executive-snapshot -->

<!-- section:features -->
## App DNA (Features & Intent)
- **[Differentiator] Rolling Average Weight Tracking:** Calculates and plots a 10-day rolling average weight alongside daily entries to smooth out short-term fluctuations.
  * *User Intent:* Users are motivated by consistent progression and daily incentives.
- **[Standard] Required Weight Loss Projection:** Visualizes a target line based on user-defined start and end dates to indicate if the current trajectory meets the goal.
  * *User Intent:* Users seek enhanced value through premium features.
<!-- /section:features -->

<!-- section:market-position -->
## Market Position {#market-position}

Weight-Monitor maintains a legacy presence in the Medical category, but its lack of updates since 2020 leaves it vulnerable to modern trackers that offer automated data syncing.
<!-- /section:market-position -->

## Monetization Strategy
- **Model:** Paid
- **Tiers:** Single purchase at $1.99
- **Price:** iOS: $1.99
- **Analysis:** The app utilizes a flat-fee paid model at $1.99 with no recurring subscription or in-app purchase gates.

<!-- section:sentiment -->
## 🔴 User Sentiment (Low Confidence: 18 of 18 reviews analyzed) {#user-sentiment}
- **Overall Sentiment:** Frustrated

### Top Praises
- **The rolling ten day average weight line provides helpful visual progress tracking for users**

### Top Complaints (Impact Areas)
- **Persistent data entry failures and unit conversion errors prevent basic functionality for many users**

### Top Requests (What Users Want)
- **Users request the ability to export weight data via text or direct entry methods**

<!-- /section:sentiment -->
<!-- section:swot -->
## SWOT Analysis {#swot}

**Core Strengths:**
- 10-day rolling average visualization provides a unique, smoothed progress metric
- Multi-user tab support enables household-level utility

**Critical Frictions:**
- Persistent unit conversion errors
- Data entry failures across sessions
- Lack of intuitive UI design for long-term progress tracking

**Growth Levers:**
- Integration with iOS HealthKit to automate data entry
- Export functionality for user data portability

**Market Threats:**
- High-frequency update cadence of competitors like SmartBP
- Market shift toward automated, hardware-integrated health tracking

<!-- /section:swot -->
## Recent Changes (v2 → v3) {#recent-changes}

The app's competitive position has declined due to persistent technical bugs and a lack of development, shifting sentiment from neutral to negative.

**Overall trend**: Declining
**Compared at**: 2026-06-18

### High-impact changes
- **[Declined] Sentiment and Stability Decline** (sentiment) — Overall sentiment shifted to negative (score: 25) with new complaints regarding data persistence and unit conversion errors.
- **[Shifted] Legacy Product Status** (positioning) — Positioning shifted from a standard utility to a legacy product with a declining outlook due to the lack of updates since 2020.

### Medium-impact changes
- **[Improved] Rolling Average Repositioning** (features) — Rolling Average Weight Tracking moved from a standard feature to a competitive differentiator.
- **[Added] Competitive Threats Identified** (swot) — New threats added regarding the high-frequency update cadence of competitors like SmartBP and the market shift toward automated tracking.

<!-- section:rivals -->
## Rivals Landscape {#rivals}

> Competitive positioning identified by AI analysis of app features, category, and market signals.

### Weight-Monitor vs Glucose Buddy Diabetes Tracker — Head to Head
- **[Glucose Buddy Diabetes Tracker](https://marlvel.ai/intel-report/medical/com-oneapponecause-glucosebuddy)** by Azumio Inc.: Long-standing market presence with a massive user base and deep integration into the diabetes tracking niche.
  - **Moat strength:** High — sustainable advantage over 12 months
  - **Key differences:**
    - Offers comprehensive diabetes-specific logging including insulin, medication, and blood glucose levels beyond simple weight tracking.
    - Integrates with external health platforms and hardware devices to automate data entry for chronic condition management.

### Contenders (Strong Challengers)
- **[Blood Pressure Tracker SmartBP](https://marlvel.ai/intel-report/medical/com-evolvemedicalsystems-sbp)** by Evolve Medical Systems, LLC [Moat: Medium]: High-frequency update cadence and specialized focus on blood pressure management represent a direct threat to health-tracking utility.
  - Provides professional-grade reporting features like PDF exports for doctor consultations which the target app lacks.
  - Maintains a high release velocity with ten updates in six months, ensuring rapid adaptation to iOS health standards.
- **[Blood Pressure Tracker •](https://marlvel.ai/intel-report/medical/com-adappt-bp)** by App Sub 1 LLC [Moat: Medium]: Strong market share in the medical tracking category with a focus on streamlined, dedicated health monitoring.
  - Utilizes a specialized UI optimized for rapid blood pressure entry that minimizes user friction during daily logging.
  - Supports multi-user profiles, allowing the app to serve households rather than just individual weight-tracking users.
- **[Glucose | Blood Sugar Tracker](https://marlvel.ai/intel-report/medical/com-adappt-glucose)** by App Sub 1 LLC [Moat: Medium]: Direct competitor in the medical logging space with a proven track record of high user engagement.
  - Features advanced trend analysis tools that visualize blood sugar fluctuations over time, surpassing basic weight graphing.
  - Includes customizable reminders and notification triggers to ensure consistent daily logging for chronic health management.

### Peers (What They Do Better)
- **[mySugr - Diabetes Tracker Log](https://marlvel.ai/intel-report/medical/com-mysugr-companion-mysugr)** by mySugr GmbH: Dominant medical tracking app that serves as a benchmark for user experience in the health logging category.
  - Gamified logging experience increases long-term retention compared to the target app's purely utilitarian weight-tracking approach.
  - Offers a robust ecosystem of connected devices and professional coaching services that create a high barrier to entry.
- **[Migraine Buddy: Track Headache](https://marlvel.ai/intel-report/medical/com-healint-migrainebuddy)** by Voluntis: Highly specialized symptom tracker that demonstrates how to build a loyal user base through specific medical focus.
  - Captures granular environmental and lifestyle triggers that correlate with symptom onset, providing actionable health insights.
  - Builds a community-driven data repository that helps users identify patterns beyond simple numeric logging.
- **[Medisafe Medication Management](https://marlvel.ai/intel-report/medical/com-medisafe-medisafe)** by MediSafe Inc.: Adjacent medical utility that dominates the medication adherence space with high-frequency engagement.
  - Implements complex medication scheduling and family-sharing features that extend the app's utility to caregivers.
  - Uses a sophisticated notification engine to ensure adherence, which is a critical differentiator for health apps.

### New Kids on the Block (What's Innovative)
- **[Blood Pressure Companion Pro](https://marlvel.ai/intel-report/medical/com-maxwell-bpcompanion)** by 倩 赵: Recent market entry attempting to capture the blood pressure tracking segment with a simplified, focused interface.
- **[Finger Blood Pressure: BP Mate](https://marlvel.ai/intel-report/medical/com-galaxy-health-bp)** by 军 刘: Emerging competitor leveraging high-frequency updates to gain traction in the competitive medical tracking landscape.

<!-- /section:rivals -->
<!-- section:momentum -->
## App Momentum (Zombie) {#momentum}

- No notable signals last 3 months.

> **Cadence:** 5 total versions · 0 majors in last 6 months · 2228 days since last update

<!-- /section:momentum -->

<!-- section:so-what -->
## The "So What?" (Strategic Takeaway) {#so-what}

Weight-Monitor is a challenged medical app that is a paid app.

<!-- speakable-start -->
> **Bottom Line:** Weight-Monitor provides a useful rolling-average metric, but persistent data-persistence bugs render the app unreliable for daily use, so the PM must prioritize stability over new features to prevent further churn.
<!-- speakable-end -->

**Best for:** Individuals seeking a simple, manual-entry tool for long-term weight management and trend analysis.

<!-- section:pm-actions -->
### PM Action Plan (Next Best Moves)

- [ ] [PIVOT] [HIGH IMPACT] Rebuild data persistence logic because unit conversion and date-saving failures are the primary churn drivers → stabilize the core logging habit. — *Sentiment analysis identifies data persistence as the #1 complaint theme.* _(trade-off: deprioritize Pause all UI-refresh tasks — core functionality must precede aesthetic improvements.)_
<!-- /section:pm-actions -->

<!-- section:feature-gaps -->
### Feature Gaps vs Competitors

- Automated data syncing via HealthKit (available in Glucose Buddy but absent here)
- PDF export for doctor consultations (available in SmartBP but absent here)
<!-- /section:feature-gaps -->

<!-- section:outlook -->
### Outlook: Declining

The health tracking market is consolidating around automated, API-integrated solutions that minimize user friction. Weight-Monitor's reliance on manual entry and its failure to persist user settings leaves it exposed to faster, more reliable competitors.

- 🔴 Persistent data entry failures in the latest version erode user trust, leading to negative sentiment and potential abandonment of the app.
<!-- /section:outlook -->

<!-- /section:so-what -->

<!-- section:metrics -->
## Key Metrics Summary

| Metric | Value |
| :--- | :--- |
| Total Reviews | 0 |
| Sentiment | Frustrated (25/100) |
| Confidence | Low |
| Pricing Model | Paid |
| Platforms | iOS |
| Key Features | 2 analyzed |
| Trend | Declining |
| Outlook | Declining |
<!-- /section:metrics -->

## Competitor Comparison

| App | Rating | Sentiment | Developer |
| :--- | :--- | :--- | :--- |
| **Weight-Monitor** (this app) | N/A/5 | Frustrated | Essence Computing |
| [Glucose | Blood Sugar Tracker](https://marlvel.ai/intel-report/medical/com-adappt-glucose) | 4.6/5 | Frustrated | App Sub 1 LLC |
| [Blood Pressure Companion Pro](https://marlvel.ai/intel-report/medical/com-maxwell-bpcompanion) | 4.5/5 | N/A | 倩 赵 |
| [Medisafe Medication Management](https://marlvel.ai/intel-report/medical/com-medisafe-medisafe) | 4.7/5 | Upset | MediSafe Inc. |
| [Blood Pressure Tracker SmartBP](https://marlvel.ai/intel-report/medical/com-evolvemedicalsystems-sbp) | 4.6/5 | N/A | Evolve Medical Systems, LLC |
| [Migraine Buddy: Track Headache](https://marlvel.ai/intel-report/medical/com-healint-migrainebuddy) | 4.8/5 | N/A | Voluntis |

## Company Profile
- **Developer:** Essence Computing
- **Website:** [https://www.essence-computing.co.uk/generated_weight_monitor_mac_os_x.html](https://www.essence-computing.co.uk/generated_weight_monitor_mac_os_x.html)

## Data Sources & Links
- **App Store:** [View on Apple Store](https://apps.apple.com/us/app/weight-monitor/id442890212?mt=12&uo=4)
- **Dev Site:** [Official Website](https://www.essence-computing.co.uk/generated_weight_monitor_mac_os_x.html)
- **Sources:** Developer website content, App store metadata, User reviews.

## Related Intel Reports
- [*Glucose | Blood Sugar Tracker*](https://marlvel.ai/intel-report/medical/com-adappt-glucose) (App Sub 1 LLC) — 4.6/5 Rating | Negative Sentiment
- [*Blood Pressure Companion Pro*](https://marlvel.ai/intel-report/medical/com-maxwell-bpcompanion) (倩 赵) — 4.5/5 Rating | N/A Sentiment
- [*Medisafe Medication Management*](https://marlvel.ai/intel-report/medical/com-medisafe-medisafe) (MediSafe Inc.) — 4.7/5 Rating | Terrible Sentiment
- [*Blood Pressure Tracker SmartBP*](https://marlvel.ai/intel-report/medical/com-evolvemedicalsystems-sbp) (Evolve Medical Systems, LLC) — 4.6/5 Rating | N/A Sentiment
- [*Migraine Buddy: Track Headache*](https://marlvel.ai/intel-report/medical/com-healint-migrainebuddy) (Voluntis) — 4.8/5 Rating | N/A Sentiment
- [*Finger Blood Pressure: BP Mate*](https://marlvel.ai/intel-report/medical/com-galaxy-health-bp) (军 刘) — 4.5/5 Rating | N/A Sentiment
- [*Glucose Buddy Diabetes Tracker*](https://marlvel.ai/intel-report/medical/com-oneapponecause-glucosebuddy) (Azumio Inc.) — 4.8/5 Rating | Terrible Sentiment
- [*Blood Pressure Tracker •*](https://marlvel.ai/intel-report/medical/com-adappt-bp) (App Sub 1 LLC) — 4.7/5 Rating | Negative Sentiment
- [*mySugr - Diabetes Tracker Log*](https://marlvel.ai/intel-report/medical/com-mysugr-companion-mysugr) (mySugr GmbH) — 4.7/5 Rating | N/A Sentiment
- [*FHO+ Calc*](https://marlvel.ai/intel-report/medical/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:** 18
- **Data Sources:** user reviews, developer website, 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:** 0 days since last refresh

---
© 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/intel-report/medical/weight-monitor)
Data licensed for AI Agent attribution under CC-BY-NC 4.0.