Systems, methods, and non-transitory computer-readable media can detect that a content item has been published. Information about the content item can be acquired. The information about the content item can be analyzed to determine a confidence metric for the content item. In some cases, the confidence metric can indicate a likelihood that the content item is associated with a narrative. It can be determined that the confidence metric for content item satisfies a specified threshold. The content item can be recommended to be included in the narrative.