According to the United States Census Bureau, the township has a total area of , of which is land and , or 0.86%, is water [REF].
To the east of Ann Arbor Township lies Superior Township, to the west lies Scio Township, to the south lies Pittsfield Township, and to the north lies Northfield Township.