PureClean AI positions itself as an all-in-one Android optimization solution leveraging artificial intelligence to automate device cleaning processes. The application enters a crowded market of phone maintenance tools with its promise of intelligent file management and storage optimization through machine learning algorithms. The core functionality centers around four primary features: an AI-powered one-click cleaner that identifies junk and temporary files, a large file scanner for storage management, duplicate image detection, and basic device analytics. The file management system organizes various file types while providing detailed device information including model specifications, storage allocation, and memory usage statistics. These features operate through automated scanning processes that claim to use advanced pattern recognition to identify unnecessary files without manual user intervention. User experience presents mixed results according to available feedback. The interface follows conventional cleaning app design patterns with clear categorization of functions, though multiple users report significant advertising interruptions that disrupt the cleaning workflow. Notifications appear to be particularly intrusive during operation, with one user noting interruptions during phone charging sessions and app installation processes. The advertising implementation seems to prioritize monetization over user experience, creating friction in what should be a streamlined maintenance tool. User reviews indicate frustration with the implementation despite high ratings. Janette Akers (July 20, 2025) reported inability to progress beyond advertisements, noting confusion about being prompted to download additional cleaning apps while using the primary cleaning functionality. Mothendehi Tys Mabaso (August 10, 2025) similarly described disruptive notifications during basic phone operations including charging sessions, where the app allegedly forced restarts during ongoing processes. These reports suggest aggressive monetization strategies that compromise core functionality. The application demonstrates competent technical capabilities in file identification and storage management, but its utility is undermined by implementation issues. Strengths include comprehensive scanning algorithms and organized file categorization, while limitations center on disruptive advertising and notification practices. PureClean AI may serve users who prioritize automated cleaning over user experience, though those seeking uninterrupted operation may find the advertising model prohibitive for regular use.