A conference participant is provided replay content during a conference responsive to the conference participant needing content and/or context of current conversations. During the conference, a replay request is received, which may be initiated by the conference participant or other participants or automatically based on an event such as detecting a topic relevant to the conference participant, detecting a request associated with a name of the conference participant, or detecting inattentiveness of the conference participant. Content is obtained from a buffer for a period of time relative to or associated with the replay request. The content is annotated based on one or more annotation inputs. Device and user settings associated with the conference participant are used to determine a presentation mode for the replay content. Based on that determination, the replay content is presented to the conference participant to guide discussions.