According to the United States Census Bureau, Otterville Township covers an area of 27.24 square miles (70.56 square kilometers); of this, 27.24 square miles (70.55 square kilometers, 99.99 percent) is land and 0.01 square miles (0.02 square kilometers, 0.03 percent) is water.