Methods, systems, and apparatus, including computer programs encoded on one or more computer storage devices, for predictive generation of search suggestions. The methods include receiving a first location from a user device. The methods include determining, prior to receiving a search request, search results associated with locations in proximity to the first location. The methods also include sending the search results to the user device.