The Riverview Hotel was first located on the edge of Fort Myers. It started as the Keystone Hotel in 1883. Later it has as known as the Fort Myers Inn and then the Caloosa House.
In 1895, the building was moved to the center of Fort Myers. It was enlarged. Its name was changed the Riverview.