"Rock Steady" features a different and new style in music in comparison to previous All Saints tracks.It is upbeat song which contains prominent elements of 2 Tone, dance-pop, reggae fusion, rocksteady and ska music, and was described by the "Huddersfield Daily Examiner" as having "sassy reggae pop" musical characteristics.