"Who Are You When I'm Not Looking" was recorded by Blake Shelton on his album "All About Tonight" and was released as the second single from that album.Brent Rowan produced the entire album, working with Mark Wright on all tracks except "Ain't Nobody Gonna Take That from Me" and "If I Could Only Fly".