In various example embodiments, systems and methods to mine product recommendations from query reformulation is provided. In example embodiments, a query that corresponds to a particular product is received. Transition data for the particular product is accessed. The transition data includes values indicating a number of search transitions based on a change in queries between the particular product and other products in previous session sets of queries. One or more recommendations based on the transition data is determined and provided to the user.