Abstract : The problem of the id entification of weak signals is central in competitive Intelligence. The Web seems to be a very appropriate information source to detect such signals. The difficulty is the collection and the treatment of a mass and little structured data. This communication presents a hybrid non-Boolean approach that reveals innovating knowledge. The approach used information coming from the internet and information collected through a thesaurus.