A system tracks a user's search related behavior and constructs a probability model, from the user's search related behavior, to estimate a probability that the user will select a certain type of search result. The system searches sources of information based on a search query received from the user to determine a set of search results and uses the estimated probabilities to select one or more search results from the set of search results.