1. A computer-implemented method, comprising: receiving at a computer server system, from a computing device that is remote from the server system, a string of text that comprises a search query; identifying one or more search results that are responsive to the search query; parsing a document that is a target of one of the one or more results, identifying geographical address information from the parsing, and generating a specific geographical indicator corresponding to the one search result; and transmitting for use by the computing device, data for automatically generating a navigational application having a destination at the specific geographical indicator.