The paper is organised as follows: Section 2 presents the main information about the ecommerce website in which is based this paper ‘‘www.OrOliveSur.com’’, Section 3 shows a brief summary about web usage mining and advantages contributed by this technology, in Section 4 the complete experimental study is presented and finally, Section 5 presents concluding remarks about this study to the experts