Normani auditioned on the second season of The X Factor US in 2012 with "Chain of Fools" by Aretha Franklin. She advanced to the next round after getting all four approval yeses from the judges. It was during the second round of boot camp that led to her elimination. That marked the end of Normani's X Factor participation as a solo Artist. However, she was brought back to the show and put into a group with four other girls, Ally Brooke, Lauren Jauregui, Dinah Jane, and Camila Cabello, who would later become Fifth Harmony. At the end of the show's season, the group managed to make it to the finale and finished in third place.