Steered by piano, "Drivers License" is an atmospheric power ballad,that has been described as a bedroom pop, indie pop, and power pop song, with elements of folk and indie rock. It was inspired by the disorienting emotions Rodrigo felt after a recent breakup. She wrote the song with its producer, Daniel Nigro.