Ann Norton may refer to:

Ann Frasier Norton (1893–1918), yeomanette in the U.S. Navy Ann McBride Norton (1944–2020), American activist and business executive Ann Weaver Norton (1905–1982), American sculptor and writer of children's books Anne Norton (born 1954), American professor of political science and comparative literature

See also Anne Norton (born 1954), American professor of political science and comparative literature Anne Turner (murderer) (born Anne Norton)