When the Supremes were eventually given the song, the group members weren't pleased with the record, with member Florence Ballard later stating that they had wanted a stronger single similar to the Marvelettes' "Please Mr. Postman".
Da sangen blev givet til the Supremes, var gruppens medlemmer misfornøjede med singlen, Florence Ballard forklarede senere, at gruppen havde ønsket en stærkere single i stil med the Marvelettes' "Please Mr. Postman".