Summerscale or Summerscales is a surname. Notable people with the surname include:

Aaron Summerscale (born 1969), English chess player Bill Summerscales (born 1949), English footballer Kate Summerscale (born 1965), English writer and journalist Laurretta Summerscales, British ballerina