"Rock You Baby" is a song co-written recorded by American country music artist Toby Keith. It was released in January 2003 as the third single released from his album Unleashed. It peaked at number 13 on the Billboard Hot Country Songs Chart in March 2003. Keith wrote the song with Scotty Emerick.