Disclosed are systems and methods for improving interactions with and between computers in content providing, searching and/or hosting systems supported by or configured with devices, servers and/or platforms. The disclosed systems and methods provide a novel asset management and visualization framework that automatically generates and causes display of a unified asset centric analytics electronic interface. The framework composes selected data based on asset metrics and renders a display that conveys a unified, asset-centric analytics user interface. The framework is configured to track or monitor detailed metrics for a collection of assets, and filter, select, and present determined critical data within the UI, in some embodiments, as interactive, electronic cards and/or as an asset tree of information that is configured to be navigated upon display.