Approaches presented herein enable calibrating site-level search results by associating a set of search results of a second search query with a first search query for subsequent uses of the first search query. Specifically, a first result set is generated from a first search query. The first result set does not include one or more desired query results. A second result set is generated from a second search query. The second result set includes the one or more desired query results. The second result set is associated with the first search query so as to include the one or more desired query results when the first search query is subsequently executed.