A method for providing personalized content sharing is disclosed. The method includes: receiving, by a processing device from a first computing device of a first user, a request pertaining to a video; determining affinity scores corresponding to a first plurality of other users that are contacts of the first user, the determining based on affinities of the first plurality of other users for the video; and providing, to the first computing device, a prompt to the first user to share the video with at least one second user of the first plurality of other users, the at least one second user determined based on the affinity scores.