Ansah first played international football for Ghana as a midfielder at the 1997 FIFA U-17 World Championship in Egypt, where Ghana were the losing finalist to Brazil. He later went on to receive nine full international caps and was part of Ghana's squad at the 2006 Africa Cup of Nations in Egypt, but subsequently missed out on a place in the squad for the 2006 FIFA World Cup.