1. One or more computer-storage memory media storing computer-useable instructions that, when executed by a computing device, perform a method for providing location aware query suggestions, the method comprising: receiving a first query; generating a first plurality of query suggestions based on the first query; detecting a query locality associated with the first query; constructing one or more additional query suggestions based on a geographic entity associated with the detected query locality, the associated geographic entity corresponding to a geographic designation; wherein constructing one or more additional query suggestions comprises: determining neighbor geographic entities for the geographic entity associated with the detected query locality; constructing a query suggestion corresponding to each neighbor geographic entity based on the first query and the neighbor geographic entity; identifying at least one query suggestion, from the first plurality of query suggestions, associated with a second geographic entity different from the geographic entity associated with the detected query locality; and displaying the constructed additional query suggestions without displaying the identified query suggestions.