Fairhope is a city in Baldwin County , Alabama . It is located on a sloping plateau , along the cliffs and shoreline of Mobile Bay . Fairhope is a city in Baldwin County , Alabama , on a sloping plateau , along the cliffs and shoreline of Mobile Bay .