Cain leads the 2012 GOP pack in Georgia with 26 percent of the vote. Minnesota Rep. Michele Bachmann, in second place, has 13 percent support. Gingrich is in third place with 12 percent.

Both Cain and Gingrich courted state Republicans last month at the state Republican party convention. Cain picked Atlanta to formally launch his presidential bid at a rally last month.