A system and method is provided for discovering application compatibility status, the method being performed by one or more processors, the method comprising receiving a request for determining compatibility of a first application with a platform and organizing a plurality of data points associated with the first application into a plurality of elements. The method also comprises comparing the plurality of elements with a plurality of elements associated with one or more analyzed applications, wherein the one or more analyzed applications have been previously analyzed for compatibility with the platform. The method further comprises identifying a compatibility status of the first application with the platform based on the comparison; and providing, for display, the compatibility status of the first application.