The township is in central Erie County and sits on the high ground separating the streams flowing north and west into Lake Erie, part of the St. Lawrence River watershed, from those flowing south towards the Mississippi River and the Gulf of Mexico.
According to the United States Census Bureau, Summit Township has a total area of , all of it land [REF].