"Holler" was written by the members of the group Victoria Beckham, Melanie Brown, Emma Bunton, Melanie Chisholm, along with Rodney Jerkins, LaShawn Daniels and Fred Jerkins III.
The song starts with the girls singing part of the chorus ("I wanna make you holler/Imagine us together/ Don't be afraid to play my game").