[1] Guy Mitchell first recorded "Look at That Girl" in New York on February 28, 1953, with Mitch Miller and his Orchestra and Chorus.
The single was included in their "New Records to Watch" section, with the magazine noting that "Mitchell sparkles on this Bob Merrill tune.
[8] On the UK's sheet music charts, "Look at That Girl" entered the listings on August 22, 1953, and peaked at No.
The first recordings issued were in July 1953, by Frankie Vaughan with Ken Mackintosh and his Orchestra, and Guy Mitchell.
The following month saw a cover by Dennis Lotis and The Stargazers, while a version by Victor Silvester and his Ballroom Orchestra was released in October.