Gotay is a surname. Notable people with the surname include:
Gotay, American singer and songwriter Julio Gotay, Puerto Rican professional baseball player Gretchen Gotay, Puerto Rican former swimmer Rubén Gotay, Puerto Rican former professional baseball infielder Samuel Silva Gotay, sociologist of religion of Puerto Rico and Latin America Valerie Gotay, former judoka from the United States