--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "CleanOrder – Healthy Eating" developer_entity: "SILVERBACK TECHNOLOGIES LIMITED" bundle_id: "com.hydroiq.app" app_store_id: "6752484894" category: "Health & Fitness" primary_platform: "ios" primary_monetization: "Subscription" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2026-05-17" report_date: "2026-08-15" last_verified: "2026-08-15T00:00:00.000Z" report_version: "1.0.47" total_reviews: 358 overall_rating: 4.8 sentiment: "Upset" sentiment_score: 10 confidence: "low" confidence_score: 0.25 top_complaint_theme: "Premium subscription access fails to unlock features despite successful payment processing within the app" review_sample_size: 2 total_review_count: 2 analyzed_review_count: 2 data_age_days: 1 momentum_velocity: "maintenance" intelligence_version: 3 tags: ["health & fitness", "subscription", "upset sentiment", "mobile app", "app review", "app analysis", "individuals", "focused", "fitness"] canonical_url: "https://marlvel.ai/apps/cleanorder-healthy-eating" 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. --- # CleanOrder – Healthy Eating Intelligence Report ## TL;DR {#tldr} - **Category**: Health & Fitness · Subscription - **Signal**: Rating 4.83 · Sentiment Upset - **Recent focus**: Premium subscription access fails to unlock features despite successful payment processing within the app (top complaint) > **TL;DR:** CleanOrder – Healthy Eating is a health & fitness app by SILVERBACK TECHNOLOGIES LIMITED, rated 4.83/5 by 358 users, with Upset user sentiment (10/100), available on iOS. > > **Marlvel.ai App Intelligence** - Independent analysis. US Market. No publisher influence. > **Key Insight:** CleanOrder – Healthy Eating faces Upset user sentiment (4.83/5 from 358 reviews), with users reporting premium subscription access fails to unlock features despite successful payment processing within the app as the primary concern. ## Quick Facts | Fact | Value | | :--- | :--- | | **Rating** | 4.83/5 (358 reviews) | | **User Mood** | Upset | | **Category** | Health & Fitness | | **Developer** | SILVERBACK TECHNOLOGIES LIMITED | | **Pricing** | Subscription | | **Platforms** | iOS | | **Confidence** | Low (0.25/1.0) | | **Data Age** | 1d | ## Metadata & Market Performance - **Publisher:** SILVERBACK TECHNOLOGIES LIMITED - **Category:** Health & Fitness - **Target Audience:** Individuals focused on fitness goals who frequently eat out and want to track macros without manual calorie logging. - **Platforms:** iOS - **Version Reviewed:** 1.0.47 - **Report Date:** 2026-08-15 - **Signal Count:** 2 reviews analyzed - **Confidence:** Low (0.25/1.0) - **App Store ID (iOS):** 6752484894 - **Bundle ID:** com.hydroiq.app - **Performance Trend:** Stable - **Data Window:** Analysis based on signals collected up to 2026-08-15 ## Executive Snapshot **What it is:** CleanOrder is a health and fitness app that uses AI to analyze restaurant menus and provide macro-aligned ordering recommendations on iOS. **Why users hire it:** It removes the cognitive load of manual calorie logging for users who eat out frequently but want to maintain specific fitness goals. ## App DNA (Features & Intent) - **[Differentiator] AI Menu Analysis:** Parses restaurant and takeaway menus to provide macro breakdowns and goal-aligned recommendations. * *User Intent:* Users seek enhanced value through premium features. - **[Differentiator] AI Chat Assistant:** Interactive interface for querying menu details and nutritional information in real-time. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. ## Market Position {#market-position} CleanOrder maintains a 4.83 average rating across 358 total ratings on iOS. The lack of major feature updates in the last 89 days signals a maintenance-mode posture relative to the broader health-tracking category. ## Monetization Strategy - **Model:** Subscription - **Tiers:** Free tier with limited access, Premium tier via auto-renewing in-app purchases - **Analysis:** Subscription model gates advanced AI features and nutritional breakdowns behind a recurring payment. ## 🔴 User Sentiment (Low Confidence: 2 of 2 reviews analyzed) {#user-sentiment} - **Overall Rating:** 4.83/5 - **Platform Split:** iOS 4.8/5 (358 ratings) - **Overall Sentiment:** Upset - **Note:** The 4.83/5 store rating reflects cumulative history, while the Upset sentiment reflects recent user reviews analyzed by our AI pipeline. ### Top Complaints (Impact Areas) - **Premium subscription access fails to unlock features despite successful payment processing within the app** ## SWOT Analysis {#swot} **Core Strengths:** - AI-driven menu parsing removes manual logging friction - Interactive chat provides real-time nutritional context **Growth Levers:** - Expanding database coverage to include regional takeaway chains ## Recent Changes (v2 → v3) {#recent-changes} CleanOrder remains in a maintenance-only state, with no new feature releases or pricing adjustments. The primary change is a more precise articulation of existing technical and model-accuracy risks in the outlook and SWOT analysis. **Overall trend**: Stable **Compared at**: 2026-08-15 ### High-impact changes - **[Shifted] Risk Articulation** (positioning) ### Medium-impact changes - **[Added] Competitive Threat Identified** (swot) - **[Added] Strength Inclusion** (swot) ## What's New - **Latest (v1.0.47, 2 months ago):** Maintenance update focused on bug fixes and stability improvements. ## App Momentum (Maintenance) {#momentum} - Ships minor stability updates only. - No major feature releases recently. > **Cadence:** 1 total versions · 0 majors in last 6 months · 89 days since last update ## The "So What?" (Strategic Takeaway) {#so-what} CleanOrder – Healthy Eating is a health & fitness app. It holds a 4.83/5 rating from 358 reviews. > **Bottom Line:** CleanOrder must resolve the subscription authentication failure and recalibrate the AI recommendation model to regain user trust, as these two issues currently negate the value of the premium tier. **Best for:** Individuals focused on fitness goals who frequently eat out and want to track macros without manual calorie logging. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Audit subscription authentication logic because users report being locked out of premium content after payment → reduce churn ### Outlook: Declining CleanOrder faces a critical retention risk due to technical failures in the subscription flow and model inaccuracy. Without immediate remediation of these core issues, the app will struggle to convert free users into long-term subscribers, regardless of its unique AI-parsing capability. - 🔴 Subscription authentication failures lock paying users out of premium content, which directly triggers refund requests and negative sentiment. - 🔴 Inaccurate caloric guidance for weight loss goals erodes the core value proposition, leading to user churn among the primary target demographic. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Overall Rating | 4.83/5 | | Total Reviews | 358 | | Sentiment | Upset (10/100) | | Confidence | Low | | Pricing Model | Subscription | | Platforms | iOS | | Key Features | 2 analyzed | | Trend | Stable | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **CleanOrder – Healthy Eating** (this app) | 4.83/5 | Upset | SILVERBACK TECHNOLOGIES LIMITED | | [GoTall - Height Predictor](https://marlvel.ai/apps/gotall-height-predictor) | 4.5/5 | 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:** SILVERBACK TECHNOLOGIES LIMITED ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/cleanorder-healthy-eating/id6752484894?uo=4) - **Sources:** App store metadata, User reviews. ## Related Intel Reports - [*GoTall - Height Predictor*](https://marlvel.ai/apps/gotall-height-predictor) (Grow Labs LLC) · 4.5/5 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:** 0.25/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 2 - **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:** 1 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/cleanorder-healthy-eating) Data licensed for AI Agent attribution under CC-BY-NC 4.0.