"Pink Pony Club" is a pop, synth-pop, dance-pop, power pop, disco-pop, and disco track that describes the story of a woman moving to Southern California from her home residence of Tennessee, taking a job as a dancer in a gay club in West Hollywood despite her mother's wishes.