"Gone Too Soon" was promoted with a music video directed by Bill DiCicco, which showed footage of Jackson and White together, as well as scenes from the latter's funeral. In January 1993, a live performance by Jackson at Bill Clinton's inaugural celebration also served as a promotional platform, for both the song and AIDS-related funding. "Gone Too Soon" later received more exposure, following the deaths of both Diana, Princess of Wales, and Jackson himself.