Union Grove is a small town in Marshall County, Alabama, United States, and is included in the Huntsville-Decatur Combined Statistical Area. Union Grove is located approximately three miles from Guntersville Lake and six miles from Arab. Electricity service in Union Grove is provided through Arab Electric Cooperative, which comes through the Tennessee Valley Authority. As of the 2000 census, the population of the town is 94.