"Who Did You Think I Was" was the first single released by blues-rock group John Mayer Trio from their first album, Try!. As it is from a live album, the single itself is a live recording. Speculation that Mayer was moving away from his known field of sensitive acoustic pop rock into blues was confirmed by the release of this single, being that it's a moderately heavy blues-rock song.