"International Sweethearts of Rhythm" opens with archival footage of Anna Mae Winburn on vocals and the band performing the song "Jump Children", interspersed with contemporary comments by Winburn, Tiny Davis, and Rosalind "Roz" Cron discussing the challenges the band faced due to gender, and celebrating the success of the band amongst their fan base.