--- schema_type: "SoftwareApplication" entity_type: "Mobile Application" app_name: "Clean" developer_entity: "Median Tech, s.r.o." bundle_id: "com.codingwithlove.clean" app_store_id: "418412301" category: "Utilities" primary_platform: "ios" primary_monetization: "Freemium" offline_capable: false market_region: "US" platforms: "iOS" app_last_updated: "2016-05-12" report_date: "2026-07-04" last_verified: "2026-07-04T00:00:00.000Z" report_version: "1.0.3" total_reviews: 0 sentiment: "Frustrated" sentiment_score: 25 confidence: "high" confidence_score: 0.8 top_praise_theme: "Core desktop organization utility provides consistent value for long-term power users" top_complaint_theme: "Post-update cache cleaning failures render the primary functionality useless on modern devices" review_sample_size: 92 total_review_count: 92 analyzed_review_count: 92 data_age_days: 43 momentum_velocity: "zombie" intelligence_version: 4 nemesis: "Cleaner Kit - Clean Up Storage" competitor_count: 6 tags: ["utilities", "freemium", "frustrated sentiment", "mobile app", "app review", "app analysis", "desktop", "users", "seeking"] canonical_url: "https://marlvel.ai/apps/clean" license: "CC-BY-NC 4.0" content_version: "v2" --- # Clean Intelligence Report ## TL;DR {#tldr} - **Category**: Utilities · Freemium - **Signal**: Sentiment Frustrated - **Recent focus**: Post-update cache cleaning failures render the primary functionality useless on modern devices (top complaint) · Core desktop organization utility provides consistent value for long-term power users (top praise) > **TL;DR:** Clean is a utilities app by Median Tech, s.r.o., with Frustrated user sentiment (25/100), available on iOS. > > **Marlvel.ai App Intelligence** — Independent analysis. US Market. No publisher influence. > **Key Insight:** Clean is a utilities app by Median Tech, s.r.o.. ## Quick Facts | Fact | Value | | :--- | :--- | | **User Mood** | Frustrated | | **Category** | Utilities | | **Developer** | Median Tech, s.r.o. | | **Pricing** | Freemium | | **Platforms** | iOS | | **Confidence** | High (0.8/1.0) | | **Data Age** | 43d | ## Metadata & Market Performance - **Publisher:** Median Tech, s.r.o. - **Category:** Utilities - **Target Audience:** Desktop users and SMEs seeking to maintain device performance, reclaim storage space, and manage privacy on shared computers. - **Platforms:** iOS - **Version Reviewed:** 1.0.3 - **Report Date:** 2026-07-04 - **Signal Count:** 92 reviews analyzed - **Confidence:** High (0.8/1.0) - **App Store ID (iOS):** 418412301 - **Bundle ID:** com.codingwithlove.clean - **Data Window:** Analysis based on signals collected up to 2026-07-04 ## Executive Snapshot **What it is:** Clean is a desktop and mobile utility app for file organization and system maintenance on iOS and Android. **Why users hire it:** Users hire Clean to automate the maintenance of a cluttered desktop and reclaim storage space, offloading the cognitive load of manual file management. ## App DNA (Features & Intent) - **[Differentiator] Automated Desktop Cleaning:** Background agent moves files from desktop to specified folders on a set schedule. - **[Standard] Smart Cleaning:** Automated removal of cache and temporary files to reclaim storage space. * *User Intent:* Users expect intelligent, adaptive experiences that learn from their behavior. - **[Differentiator] Cloud Drive Cleanup:** Scans Google Drive and Microsoft OneDrive for duplicates and large files. * *User Intent:* Users expect seamless access across multiple devices. ## Market Position {#market-position} Clean maintains a presence in the Tools category across multiple international markets, though its grossing rank often lags behind free-chart visibility. This gap signals monetization friction relative to its discovery advantage. ## Monetization Strategy - **Model:** Freemium - **Tiers:** Free version for basic storage and privacy cleanup, Professional version with automated cleaning, driver updates, and cloud drive support - **Analysis:** Freemium model uses feature-gating to move users from basic storage cleanup to advanced performance and driver management tools. ## 🔴 User Sentiment (High Confidence: 92 of 92 reviews analyzed) {#user-sentiment} - **Overall Sentiment:** Frustrated ### Top Praises - **Core desktop organization utility provides consistent value for long-term power users** ### Top Complaints (Impact Areas) - **Post-update cache cleaning failures render the primary functionality useless on modern devices** ## SWOT Analysis {#swot} **Core Strengths:** - Automated folder filing system provides foundational value for power users - Specialized desktop-first utility focus reduces cognitive load **Growth Levers:** - Leverage B2B partnerships for SME device management - Integrate wearable-device cleanup to expand the utility footprint ## Rivals Landscape {#rivals} > Competitive positioning identified by AI analysis of app features, category, and market signals. ### Clean vs Cleaner Kit - Clean Up Storage - **[Cleaner Kit - Clean Up Storage](https://marlvel.ai/apps/bp-rmaster-free)** by BPMobile: This is the market leader in the storage cleanup niche, maintaining a massive user base and high release velocity that directly threatens this app's value proposition. - **Key differences:** - Offers comprehensive media compression tools that go beyond simple file moving and organization. - Maintains a high-frequency update cadence, shipping 8 releases in six months to ensure OS compatibility. - Aggressive monetization strategy through premium storage cleanup features that target power users. ### Contenders (Strong Challengers) - **[AI Cleaner: Clean Up Storage](https://marlvel.ai/apps/ai-cleaner-app)** by GRIMLAX TRADE, S.L.: Direct competitor in the storage cleanup space leveraging AI-driven categorization to differentiate from manual file management. - Utilizes AI algorithms to automatically identify and suggest deletion of redundant or low-quality media files. - Maintains a rapid release cycle to refine AI detection accuracy based on user feedback loops. - **[Cleaner Neat: Clean Up Storage](https://marlvel.ai/apps/super-cleaner)** by Smart Tool Studio: A specialized storage cleanup utility that competes directly for the same user intent of reclaiming device space. - Focuses on a simplified, minimalist UI that prioritizes one-tap cleanup actions for non-technical users. - Provides granular control over file deletion categories, allowing users to preserve specific file types during cleanup. ### Peers (What They Do Better) - **[Norton 360 Security & VPN](https://marlvel.ai/apps/com-symantec-mobilesecurity)** by Gen Digital Inc.: Operates in the broader Utilities category, offering security-focused cleanup as part of a comprehensive protection suite. - Bundles file cleanup with essential security features like VPN and real-time threat protection. - Leverages a massive, trusted brand identity to capture users seeking all-in-one utility solutions. - **[NordVPN: VPN Fast & Secure](https://marlvel.ai/apps/com-nordvpn-nordvpn)** by Nordvpn S.A.: Adjacent utility app that dominates the security space, often cross-selling cleanup features to its massive subscriber base. - Provides a robust, high-speed VPN infrastructure that serves as a primary hook for utility-seeking users. - Integrates threat protection and ad-blocking directly into the network layer, providing value beyond file management. ### New Kids on the Block (What's Innovative) - **[Authenticator ·](https://marlvel.ai/apps/com-smmservice-authenticator)** by SMM service, s.r.o.: A recent entrant in the Utilities category showing steady updates and targeting the security-conscious user segment. ## What's New - **Latest (v1.0.2, 15 years ago):** Added option to skip items with color labels and reorganized the setup window into sections. ## App Momentum (Zombie) {#momentum} - Ships performance optimizer updates. - Added driver updater functionality. - Integrated health check features. > **Cadence:** 3 total versions · 1 majors in last 6 months · 78 days since last update · 2737 days avg between updates ## The "So What?" (Strategic Takeaway) {#so-what} Clean is a utilities app that is free with in-app purchases. > **Bottom Line:** Clean holds its category lead through sticky automated organization mechanics but bleeds long-term users to more stable rivals, so revenue growth hinges on fixing the cache-cleaning regression before the current refund surge permanently damages the brand. **Best for:** Desktop users and SMEs seeking to maintain device performance, reclaim storage space, and manage privacy on shared computers. ### PM Action Plan (Next Best Moves) - [ ] [PIVOT] Rebuild cache cleaning engine because current failures render the primary utility useless → reduce refund surge ### Feature Gaps vs Competitors - Media compression tools (available in Cleaner Kit but missing here) ### Outlook: Declining The utility market is consolidating around competitors with faster release cadences and broader mobile-specific toolsets. Clean is currently exposed: its failure to maintain core cleaning functionality on modern hardware will erode its remaining user base before the next major feature drop. - 🔴 Cache cleaning failures in the latest release lead to a surge in refund demands, which compounds the rating drag on Android. - 🔴 Aggressive monetization of previously free features frustrates the core user base, accelerating churn toward more stable, minimalist competitors. ## Key Metrics Summary | Metric | Value | | :--- | :--- | | Total Reviews | 0 | | Sentiment | Frustrated (25/100) | | Confidence | High | | Pricing Model | Freemium | | Platforms | iOS | | Key Features | 3 analyzed | | Outlook | Declining | ## Competitor Comparison | App | Rating | Sentiment | Developer | | :--- | :--- | :--- | :--- | | **Clean** (this app) | N/A/5 | Frustrated | Median Tech, s.r.o. | | [Authenticator ·](https://marlvel.ai/apps/com-smmservice-authenticator) | 4.6/5 | N/A | SMM service, s.r.o. | | [NordVPN: VPN Fast & Secure](https://marlvel.ai/apps/com-nordvpn-nordvpn) | 4.7/5 | n/a | Nordvpn S.A. | | [Cleaner Neat: Clean Up Storage](https://marlvel.ai/apps/super-cleaner) | 4.6/5 | n/a | Smart Tool Studio | | [Norton 360 Security & VPN](https://marlvel.ai/apps/com-symantec-mobilesecurity) | 4.7/5 | Mixed | Gen Digital Inc. | | [Cleaner Kit - Clean Up Storage](https://marlvel.ai/apps/bp-rmaster-free) | 4.4/5 | Mixed | BPMobile | ## Company Profile - **Developer:** Median Tech, s.r.o. - **Website:** [https://www.ccleaner.com/](https://www.ccleaner.com/) - **Social:** [Instagram](https://www.instagram.com/ccleaner) · [Facebook](https://www.facebook.com/ccleanerglobal) · [X/Twitter](https://twitter.com/ccleaner) · [YouTube](https://www.youtube.com/user/CCleaner) · [LinkedIn](https://www.linkedin.com/company/piriform) ## Data Sources & Links - **App Store:** [View on Apple Store](https://apps.apple.com/us/app/clean/id418412301?mt=12&uo=4) - **Dev Site:** [Official Website](https://www.ccleaner.com/) - **Sources:** Developer website content, About us / company information, App store metadata, User reviews. ## Related Intel Reports - [*Authenticator ·*](https://marlvel.ai/apps/com-smmservice-authenticator) (SMM service, s.r.o.) · 4.6/5 Rating - [*NordVPN: VPN Fast & Secure*](https://marlvel.ai/apps/com-nordvpn-nordvpn) (Nordvpn S.A.) · 4.7/5 Rating - [*Cleaner Neat: Clean Up Storage*](https://marlvel.ai/apps/super-cleaner) (Smart Tool Studio) · 4.6/5 Rating - [*Norton 360 Security & VPN*](https://marlvel.ai/apps/com-symantec-mobilesecurity) (Gen Digital Inc.) · 4.7/5 Rating - [*Cleaner Kit - Clean Up Storage*](https://marlvel.ai/apps/bp-rmaster-free) (BPMobile) · 4.4/5 Rating - [*AI Cleaner: Clean Up Storage*](https://marlvel.ai/apps/ai-cleaner-app) (GRIMLAX TRADE, S.L.) · 4.6/5 Rating - [*Quantumult X*](https://marlvel.ai/apps/quantumult-x) (Cross Utility Ltd) · 3.8/5 Rating - [*Potatso*](https://marlvel.ai/apps/potatso) (Potatso Lab LTD) · 4.4/5 Rating | Positive Sentiment - [*V2Box - V2ray Client*](https://marlvel.ai/apps/v2box-v2ray-client) (techlaim) · 4.6/5 Rating | Positive Sentiment - [*Free VPN by Free VPN .org™*](https://marlvel.ai/apps/free-vpn-by-free-vpn-org) (Free VPN 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:** 0.8/1.0 (based on review volume, data source diversity, and signal quality) - **Reviews Analyzed:** 92 - **Data Sources:** user reviews, developer website, company about page, 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:** 43 days since last refresh --- © 2026 Marlvel.ai | [Canonical Report](https://marlvel.ai/apps/clean) Data licensed for AI Agent attribution under CC-BY-NC 4.0.