1. A computer-implemented method comprising: receiving a search query; obtaining (i) one or more image search results that are identified as responsive to the search query, and (ii) one or more three-dimensional models that are identified as responsive to the search query; for each of the one or more three-dimensional models that are identified as responsive to the search query: obtaining a candidate representative image that is associated with the three-dimensional model; determining that the candidate representative image that is associated with the three-dimensional model matches a particular image search result of the one or more image search results that are identified as responsive to the search query; and selecting the candidate representative image as a representative image for the three-dimensional model based at least on determining that the candidate representative image that is associated with the three-dimensional model matches the particular image search result of the one or more image search results that are identified as responsive to the search query; and in response to the search query, providing a search results page that identifies (i) one or more of the image search results, and (ii) the respective representative image that is associated with the each of the one or more three-dimensional models.