A server system obtains a collection of images, each image in the collection of images being associated with a first set of text descriptors. The server system obtains a media item being associated with a second set of text descriptors. The server system selects a subset of the collection of images, including: selecting an initial subset of the collection of images, wherein the initial subset of the collection of images consists of images that share a text descriptor with the media item; obtaining a set of preferences for a user of the media-providing service; and selecting the subset of the collection of images from the initial subset of the collection of images based on the set of preferences for the user of the media-providing service. The server system concurrently presents: a respective image of the subset of the collection of images; and the media item.