Goulds Fork is a third-order tributary to Brown Creek in Anson County, North Carolina.
According to the Geographic Names Information System, it has also been known historically as:
Goulds Fork rises about 3 miles southwest of Wadesboro, North Carolina. Goulds Fork then flows north to meet Brown Creek about 2.5 miles south of Ansonville, North Carolina.
Goulds Fork drains of area, receives about 47.9 in/year of precipitation, has a topographic wetness index of 435.21 and is about 64% forested.