Grandview Township covers an area of 87.43 square miles (226.4 km2) and contains no incorporated settlements.

According to the USGS, it contains one cemetery, Pleasant Vale.

The streams of Duck Creek, Elm Creek and South Fork Duck Creek run through this township.

Grandview Township contains one airport or landing strip, Wilroads Gardens Airport.

This article about a location in Ford County, Kansas is a stub.