Rake is a town in Winnebago County, Iowa, United States. The population was 186 at the time of the 2020 census. Its ZIP code is 50465. Rake …Rake is a town in Winnebago County, Iowa, United States. The population was 186 at the time of the 2020 census. Its ZIP code is 50465. Rake was platted in 1900. The community was named after Andrew Danielson Rake, a pioneer citizen of the area.