The invention provides tools and techniques for assisting searches of large information collections, such as the Internet or databases. An initial search from a given user A is used to help identify related productive searches by other users. Those searches (keywords and/or searched portions) are then used to focus the search effort of user A. Activities by other users in response to search results are tracked to help a search assistant automatically identify the results those other users deemed of greatest interest.