A method of producing a search query result that incorporates information about previously accessed search results includes retrieving a list of results responsive to a search request from a user at a first client. A Bloom filter is applied to the results in the list of results to identify one or more first results, if any, in the list of results that the user has previously accessed. A result list is generated. The result list includes at least a portion of the list of results, based at least in part on the identified one or more first results. The result list is sent to the first client.