This Book mainly aims in building recommendation system based on priority enriched faceted search to reduce information over head to consumer while he is searching for the products in multi-vendor E -commerce. This model includes user priority in the form of weight on facet along with ratings given by already purchased customers. This process drastically reducing information overhead intern it leads to speed up purchase decision of the consumer