Techniques are described for aggregating person-based information on a computing device. The computing device includes a display device and one or more processors. The processors are configured to determine a context of the computing device, and identify a contact associated with the currently-executing application and a plurality of contact identifiers associated with the contact. The processors are configured to receive, from two or more different sources and based on at least one contact, information associated with the contact that includes a respective portion of information received from each of the different sources, determine, based on the context of the computing device, a respective priority value for each of the portions of the information, select, based on the respective priority value, one or more portions of the information, and output, for display, a graphical user interface including at least the selected one or more portions of the information.