Olmsted Falls is a city in Cuyahoga County, Ohio, United States, and a southwestern suburb of Cleveland. The population was 9,024 at the 2010 census. The city?s main business district is located at the corners of Bagley and Columbia Roads, and contains the Grand Pacific Junction, a historic and pedestrian friendly shopping district.