Al Anderson is the name of:
- Alan Al Anderson (NRBQ) (born 1947), American guitarist, singer, member of the rock NRBQ
- Albert Al Anderson (The Wailers) (born 1952), of the Wailers Band reggae group
- Al Anderson (Canadian football) (1914–1994), Canadian football administrator