 "The Sunday People"s Sean O'Brien gave "Black Coffee" a rating of eight out of ten.In the "NME", Siobhan Grogan called the song almost perfect, writing that "it's wistful in all the right places and makes sadness sound rather alluring like only the bitterest love songs can.