This document describes, among other things, systems and methods for managing shared collections. A method comprises receiving, by a network-based commerce system, an indication from a client device to create a collection; receiving, by the network-based commerce system, a textual description of the collection from the client computer; automatically classifying the textual description into one or more elements; and storing the collection as one or more classified elements in the network-based commerce system.