Ganjpur is located in the north-western part of Srinagar in Baramulla District of Jammu and Kashmir. It lies near Batavyen Bhagwanpur and is at an altitude of about 5,154 ft above sea level. Gazahom (in the west), Rawatpur (in the north), Nawabbagh (in the east) and Khanapur (in the south) are the locales around Ganjpur.