"Set Me on Fire" was written by Louis Schoorl and Hayley Warner. It would have been Ferraro's winner's single for the fourth season of The X Factor, if she had won the show. However, she finished in fourth place.[1] "Set Me on Fire" was released digitally as her debut single on 14 December 2012.[2] A CD single was also released.[3]