Gaye then shelved the recording for three years before revisiting it as he began assessing the track listing for Let's Get It On. The song was remixed and edited at Motown's Hollywood-based recording studios in 1973. The song's composition and record production was inspired by the Motown Sound of the 1960s and the lyrics reflected a man's joy over the return of an old lover. The strong response from Motown executives upon hearing the song prompted the label to issue the song as the second single as a possible follow-up hit to "Let's Get It On".
The song found major success though modestly compared to "Let's Get It On", reaching #21 on the Billboard Hot 100 and #3 on the Hot Soul Singles chart, selling over a quarter million copies. Gaye performed the song while appearing on Soul Train in 1974. The musician performed the song in its original sound during his 1974-1975 United States tour. Midway through the 1970s, Gaye altered the song as a warm-up to "Let's Get It On" performing it in a seductiveblues-oriented style. This alteration would continue to be used until his final US tour in 1983. During a rehearsal of his Belgium concert in 1981, Gaye performed the song in its original version on piano.
According to Billboard, "Come Get to This" "segues from soul to pop and back" within the limits of the song.[2]Cash Box said that "the easy flow here and super rhythm section hugging Marvin’s vocals will delight his fans."[3]Record World predicted that it "should be another top seller" for Gaye.[4]
Among the cover versions of the song included versions by Nancy Wilson on her 1975 album of the same name and Joe covered the song on his 2009 album, Signature.
This song was also covered by former lead singer of Detroit R&B group The Dramatics, L.J. Reynolds in 2011 on his album "Get To This".