A method and apparatus for performing automated collaboration is provided. Automated collaboration may include identifying a first document generated by a first user using a networked application, identifying a collaborative similarity between the first document and a second document generated by a second user, generating a collaboration suggestion based on the collaborative similarity, transmitting the collaboration suggestion to the first user via the networked application, and initiating a collaboration session between the first user and the second user. The collaborative similarity may be identified based on a similarity between content of the first document and content of the second document, based on a similarity between information associated with the first document and information associated with the second document, or based on a combination of content and associated information similarities.