Together Again has two videos. The album version is a dance video that shows Jackson and her dancers performing in an African safari where tribal people are living in a paradise surrounded by elephants, giraffes, and wildcats. In the scene where Jackson appears to be hugging herself, her then-dancer Nikki Pantenburg served as Jackson's body double. This version received a nomination for Best Dance Video at the 1998 MTV Video Music Awards. The one for the Deeper Remix was directed by René Elizondo, Jr. and depicts Jackson in an apartment remembering a friend in the video. Both videos are featured on the DVD edition of 2001's All for You and the 2004 video compilation From janet. to Damita Jo: The Videos.