 Christgau found Lennon's vocal resemblance to his father "eerie" and viewed him as "more Frank Sinatra Jr. than (even) Hank Williams Jr."

In a retrospective review, Allmusic editor Stephen Thomas Erlewine gave "Valotte" three-and-a-half out of five stars and wrote that it is "by any measure the debut of a gifted pop melodicist.