Qaarsorsuaq Island is located in the outer belt of islands in the Upernavik Archipelago, in the group between the Upernavik Icefjord in the north, and Nunavik Peninsula in the south, approximately 7 kilometers to the southeast of Upernavik town, from which it is separated by the smaller Akia Island.