In a retrospective review for AllMusic, Stephen Thomas Erlewine felt that the album's three hit singles were catchy yet distinctive pop songs, while the rest of the album was "unremarkable plastic soul" indicative of Bowie "entering a songwriting slump". Ed Power of the "Irish Examiner" wrote that Bowie "pleaded shamelessly for the love of the mass market" with the album. He continued "... the title track was a decent chunk of funk-rock and Bowie did not embarrass himself on the single 'China Girl'. Otherwise, the record had a great deal in common with Wham! and Phil Collins." The BBC's David Quantick praised the "perfect" combination of Bowie and Rodgers on the title track, the "sweet, romantic" rendition of "China Girl" and highlighted "Criminal World" as "one of the best songs". He stated ""Let's Dance" may have had a ground-breaking sound and a popularity that Bowie clearly ached for, but it's often a mundane album, as songs like 'Ricochet' and 'Shake It' mark time". He said the album was "literally the template for 80s Bowie – blonde, suited and smiling".