Collocation analysis finds semantic associations of concepts using large text corpora. If the same procedure is applied to
sets of outgoing links of web pages, we can find semantically related web domains to a large extent. The structure of the
semantic clusters shows all properties of small worlds. The algorithm is known to work for large parts of the web like the
German internet. As a sample application we present a surf guide for the German web.