Originally, Arctic Monkeys planned the third single to be "Pretty Visitors", but was switched to "My Propeller".
Awalnya, Arctic Monkeys direncanakan merilis "Pretty Visitors" yang akan menjadi single ketiga, tetapi beralih ke "My Propeller".