Semantic Web Challenge 2006 PressIndex is a project focusing on integrating semantic web technologies to provide new services for media monitoring and press clipping activities, especially in the domain of Competitive Intelligence. Ontology modeling, natural language processing tools, rule reasoning engines along with interactive user interfaces supported by the underlying semantics of the application are used to build tailored knowledge bases and semantic systems directly used to the knowledge discovery process.