It is  west of the large city of Mahmudiyah, and  northwest of the town of Latifiyah.
Yusufiyah is similar in name to the area known as Sadr al Yusufiyah, which is a larger, more urban area near a Russian thermal power plant, approximately  west-northwest of the town of Yusufiyah.