Milkshake is a contemporary R&B song, and Joey Rivaldo of About.com described it as a low beat dance song. The song is noted for its chorus, in which Kelis sings My milkshake brings all the boys to the yard. The line was referred to as a sexy, euphemistic playground rap by MTV News.