West Point is a town in Troup County, with a small tail of the south end of town in Harris County, in the U.S. state of Georgia. As of the 2000 U.S. Census, this town had a total population of 3,382 people. The very small portion of this town in Harris County is part of the Columbus, Georgia Metropolitan Area, whereas the portion of the town in Troup County is part of the LaGrange, Georgia area.