Speculative query expansion is a way to increase the effectiveness of relevance feedback. Instead of picking the best expansion query beforehand, multiple queries are executed and the best expansion query is selected afterward, but with no additional effort (or information) required from the user. From the best expansion query, search results and expanded queries more pertinent to the user can therefore be provided.