Look at That Girl  "Look at That Girl" is a 1953 popular song. It was written by Bob Merrill and produced by Mitch Miller. The song was recorded by Guy Mitchell and it gave him his second #1 hit on the UK Singles Chart where it spent six weeks at the top. Alberto Semprini, on piano with rhythm accompaniment, recorded it in London on October 13, 1953 as the third song of the medley "Dancing to the piano (No. 22) - Hit medley of Fox Trots" along with "Bridge of Sighs" and "Is It Any Wonder." The medley was released by EMI on the His Master's Voice label as catalog number B 10592.