App Debug is a useful tool for developers and advanced users to gain insights into the inner workings of apps installed on their devices. It displays information such as package name, version, permissions, activities, services, broadcast receivers, content providers, and more. Additionally, it allows users to view the app's manifest file and export it for further analysis. With App Debug, users can diagnose issues and optimize their apps for better performance.