Computer-implemented methods for a system for storing and retrieving queries by content. Aspects include receiving data associated with a search query. Aspects further include generating a query table by executing a metaquery using the data on query metadata attributes of existing search queries. The query table can include information for a group of search queries of the existing search queries. Aspects also include generating search results by executing a selected query chosen from the query table and displaying the search results from the execution of the selected query.