Methods and systems for providing dynamic summaries of missed content from a group watching experience

A system comprising:

• communication circuitry;
• and
• control circuitry configured to:
• identify a plurality of groups for a concurrent presentation of a content, wherein each group from the plurality of groups being associated with one or more first devices;
• receive by a second device associated with a user profile, a selection to join a first group of the plurality of groups for the concurrent presentation of the content;
• in response to the receiving the selection to join the first group:
• detect a missed content for the second device of the concurrent presentation of the content for the first group, wherein the missed content comprises a plurality of content segments and a plurality of reactions from the one or more first devices of the first group;
• generate for the second device, one or more summaries of the plurality of content segments and the plurality of reactions based on preferences associated with the user profile;
• and
• in response to the generating, cause for presentation, the one or more summaries for the second device.