Today, most online shop systems offer product recommendations. In addition to the page navigation and the onsite search, recommendations are another good possibility to lead customers to suitable products. If recommendations are based on click streams and purchases of customers, usually an external standard software is used for generating these recommendations. Otto.de uses the prudsys Realtime Decisioning Engine (prudsys RDE).