 "The Scotman"s Fiona Shepherd wrote that the "smart-pop attack" of "Black Coffee" paved the way for British girl groups such as Girls Aloud and Sugababes.Similarly, Irish singer Neil Hannon cited the song's unconventional production as influential; "Girls Aloud do pop like ['Black Coffee'] now