Tafoya is the surname of:
Arthur Tafoya (born 1933), American former Roman Catholic Bishop of Pueblo
Christopher Tafoya (born 1976), American rapper, stage name Sleep
Joe Tafoya (born 1978), American former National Football League player
Margaret Tafoya (1904-2001), Native American potter
LuAnn Tafoya (born 1938), Native American potter
Michele Tafoya (born 1964), American sportscaster