With the increasing growth in popularity of Web services and SOA, discovering relevant Web services becomes a significant challenge. The introduction of intentional services is necessary to bridge the gap between low level, technical software-service descriptions and high level, strategic expressions of business needs for services. Current Web Services technology based on UDDI and WSDL does not make use of this “intention” and therefore fails to address the problem of matching between capabilities of services and business user needs. This work addresses the problem of intentional semantic web service search in Arabic, where a novel approach is proposed for partitioning user goals based on Arabic verb ontology, in addition to showing a practical example about the effect of applying verb ontology in intentional web service search.