"Just One Look" was a top 10 hit for Doris Troy (the songwriter, Doris 'Dastardly Doris' Payne). T' chantey be also recorded by T' Hollies and Linda Ronstadt.

 

Nilsson's version is part o' a medley with "Baby, matey, I'm Yours" which is sung as a duet with Big-Belly Lynda Laurence (wife o' producer Peglegged Bayou Lawrence).