Uncertainty and fuzziness are ubiquitous in the field of computerized
selling. Therefore the mastery of these domains might be a key factor
for the success of electronic selling. In this paper the Sales Assista
nt is introduced. It employs user models in the problem solving and di
alog control layers, and fuzzy techniques for the management of imprec
ision. Fuzzy Multiple Criteria Analysis has proven its usefulness in p
roduct evaluation if there are no severe interdependencies among the p
roduct attributes. The user model in the Sales Assistant is constructe
d unobtrusively on the basis of user behavior, and it uses short-term
information. It increases the transparency and usability of a large hy
pertext-like information system.