Various embodiments are described for determining a search configuration for a network site. A plurality of network sites are accessed in a server, and for each of the network sites, it is determined whether a search text box exists in a network page of the network site. A search is automatically performed using a search term in the search text box if the search text box exists in the network page and it is determined whether a search term can be identified in association with a search result network page generated from the search. A search configuration is stored that indicates where the search term can be identified in a future network page resulting from a search performed on the network site.