The Moonglows recorded the song during their first session for Chess Records, which took place in October, 1954 at Universal Recording Corporation in Chicago.[1] The Moonglows' version reached number one on the Billboard R&B chart and number 20 on the Billboard Juke Box chart.[4] Co-writing credits were shared by Moonglows band member Fuqua and disk jockey Freed. After it became known that Freed often insisted on songwriter credits for songs by bands he promoted (which partially led to his downfall in a payola investigation years later), Fuqua noted that Freed had in fact contributed to the songwriting for "Sincerely", thus his claim to a songwriting credit in this case was legitimate.
The best-selling version of "Sincerely" was a pop cover recorded by the McGuire Sisters, which entered the charts in 1954 and reached number one the next year.[5] It was eventually certified as a gold record.