This paper presents a novel argumentation framework to support design debates in an IBIS-based style, by providing an auto- matic evaluation of the positions put forwards in the debates. It also describes the integration of the proposed approach within the design- VUE software tool along with two case studies in engineering design and their initial evaluation by domain experts.