The problems associated with computerized search tools in online product search environments are discussed. The application of the Utility Theory, using a tool for the travel planning domain is illustrated. The features of Isy-Travel, a tool based on Smart Client Technology, are also discussed. The tool allows users to search for a flight itinerary according to their personal preferences and constraints.