Fannie Smith may refer to:

Fannie Douglass Smith (1865–1947), American journalist Fannie Smith Goble (1861–1940), American philanthropist and clubwoman Fannie Smith Washington (1858–1884), American educator; first wife of educator, author, and orator Booker T. Washington