It was released by Amusement and Island Records on September 22, 2023, as the sixth track from Roan’s debut studio album, The Rise and Fall of a Midwest Princess (2023).
Produced by Dan Nigro and Mike Wise, the song is a 1980s-styled pop, hi-NRG, dance, electro, electropop, electroclash, and house tune and takes influence from Lady Gaga.
Roan would eventually sign to Island Records and release her debut album, The Rise and Fall of a Midwest Princess, and its singles under the label.
It has been described as a pop,[1] hi-NRG,[2] dance,[3] electro,[4] electropop,[5] electroclash, and house[6] track that takes inspiration from Lady Gaga[7] and 1980s music.
[10] DIY’s Otis Robinson says that a track like "Super Graphic Ultra Modern Girl" blends "teen melodrama with queer euphoria.