Alhassan made several appearances for the Ghana national football team, including qualifying matches for several FIFA World Cups. In 1978, he played for the Ghana squad who won the African Cup of Nations in home soil. Four years later he helped Ghana regain the title successfully, being the top scorer of the tournament with four goals, including two against Algeria in the semifinal and one in the final against hosts Libya.