Billboard said that "penetrating hard-drive dance beat backs another soulful, first-rate Gaye performance."[1]Cash Box described it as a "rollicking, rhythmic pop-blues romantic handclapper about a love-struck fella who can't get along without his gal."[2]Record World said that "The Detroit beat gets going in high speed on this marvy Gaye slice."[3]
Chart success
The single was Gaye's second U.S. million seller successfully duplicating its predecessor "I'll Be Doggone", from earlier in 1965 by topping Billboard's Hot R&B Singles chart in the fall of 1965, peaking at number 8 on the Billboard Hot 100.[4] It became one of Gaye's signature 1960s recordings, and was his best-known solo hit before 1968's "I Heard It Through the Grapevine".
Hard rock band Diamond Reo from Pittsburgh, Pennsylvania released their version of "Ain't That Peculiar" in early 1975. The single peaked at No. 44 on the Billboard Hot 100 on February 8 of the same year, becoming their only hit.[5]
The Diamond Reo version is considered one of the first recordings to use the talk box.[citation needed]
Other versions
A cover by all-female rock band Fanny on their 1972 album Fanny Hill reached number 85 on the Billboard Hot 100.[6]