Systems, methods and computer program products are described herein that collect and analyze data generated by embedded systems included within a user's devices to generate recommendations for presentation to the user within the context of the user's web browser. The recommendations may comprise, for example, suggested information resources and/or search queries. Such recommendations may be presented to the user as part of a new tab page or within an address bar of the web browser's graphical user interface. In accordance with further embodiments, the user device data is used by a search engine to generate search results, and/or a ranking of search results.