"Say it ain't so, Joe." is a phrase referencing baseball player Shoeless Joe Jackson and his involvement in the Black Sox Scandal.
It may also refer to:
- Say It Ain't So, Joe (opera), by Curtis K. Hughes, inspired by the 2008 United States vice-presidential debate
- "Say It Ain't So, Joe" (song), by Murray Head, 1975