1. One or more computer-storage media having computer-executable instructions embodied thereon that when executed by a computing device perform a method of generating topical query suggestions, the method comprising: receiving a search query; generating a preliminary set of search results for the search query; extracting topics from the preliminary set of search results; outputting the topics for display before the preliminary set of search results are output for display; receiving a selection of an individual topic within the topics; and outputting for display a subset of search results from the preliminary set of search results that are associated with the individual topic.