Rushout is a surname. Notable people with the surname include:

Anne Rushout ( 1767–1849), English watercolorist and diarist John Rushout (disambiguation), multiple people Sir James Rushout, 1st Baronet (1644–1698), English landowner and politician Rushout baronets George Rushout, 3rd Baron Northwick (1811–1887), British politician