Rougefay lies about 32 miles (51 km) west of Arras, at the junction of the D110 and D102 roads.
Surrounded by the communes Buire-au-Bois, Haravesnes and Boffles, Rougefay is located 30 kilometres (19 mi) northeast of Abbeville, the largest city nearby.