In some embodiments, a method for generating customized products in collaboration with live designers is disclosed. The method comprises: receiving, at a computer collaboration computer, a request, from a first user interface that executes on a first user device associated with a first user, for assistance in collaborating on an interactive design; wherein the request comprises collaboration parameters; in response to receiving the request, automatically determining one or more designer profiles, each designer profile satisfying one or more of the collaboration parameters; in response to selecting a particular designer profile from the one or more designer profiles: automatically enabling a collaboration on the interactive design between the first user and a second user who has the particular designer profile; wherein the collaboration between the first user and the second user comprises automatically generating and updating product description data having a plurality of key-values pairs associated with the interactive design.