A method for generating content sharing platform playlists and subscriptions based on user history is disclosed. The method includes identifying one or more entities of a content sharing platform to which a user is not subscribed, providing a user interface (UI) associated with the user, the UI displaying the identified one or more entities as recommended suggestions to the user, receiving, by the user via the UI, an indication of a selection of an entity of the identified one or more entities, generating a subscription to the selected entity for the user on the content sharing platform, using content items associated with the subscribed entity to originate a playlist for the user, and providing the playlist on the UI associated with the user.