13. A computing device comprising: a memory configured to store computer-executable instructions; and a processor in communication with the memory configured to execute the computer-executable instructions to at least: receive, at the computing device, a query submitted by a user, the query submitted with a keyword; determine the keyword for the item based at least in part on a parsing of the query; access an interaction history for a plurality of users in a data store, the interaction history correlating a past search query with a completed action by the plurality of users based at least in part on a plurality of previous interactions by the plurality of users, the plurality of previous interactions including interactions by the plurality of users with search results of the past search query that were provided by the electronic marketplace responsive to the keyword; determine a category of a plurality of different categories, the category being associated with the completed action identified in the interaction history; determine that a number of interactions associated with the category that correspond with the completed action identified in the interaction history is more than a threshold amount; correlate the category with a preferred layout stored in the data store; adjust a generic item search network page of the electronic marketplace to comprise attributes of the preferred layout; and enable to display to the user search results responsive to the query using the preferred layout and absent a redirection to a specific item search network page.
13. A computing device comprising: a memory configured to store computer-executable instructions; and a processor in communication with the memory configured to execute the computer-executable instructions to at least: receive, at the computing device, a query submitted by a user, the query submitted with a keyword; determine the keyword for the item based at least in part on a parsing of the query; access an interaction history for a plurality of users in a data store, the interaction history correlating a past search query with a completed action by the plurality of users based at least in part on a plurality of previous interactions by the plurality of users, the plurality of previous interactions including interactions by the plurality of users with search results of the past search query that were provided by the electronic marketplace responsive to the keyword; determine a category of a plurality of different categories, the category being associated with the completed action identified in the interaction history; determine that a number of interactions associated with the category that correspond with the completed action identified in the interaction history is more than a threshold amount; correlate the category with a preferred layout stored in the data store; adjust a generic item search network page of the electronic marketplace to comprise attributes of the preferred layout; and enable to display to the user search results responsive to the query using the preferred layout and absent a redirection to a specific item search network page. 18. The computing device of claim 13 , wherein the plurality of previous interactions includes at least one of a pagination request, selecting the category on a network page, or activating a link on the network page.