A method and an apparatus for communicating a recommended item to a user are described. The method comprises determining that the user has a level of commitment to an item offered for sale, and, in response to this determination, communicating information concerning a recommended item to the user over a network. The recommended item is identified based on a set of longest words in a description of the item offered for sale.