Persons professing the Methodist faith were meeting on Johns Creek before 1832. On April 11, 1853, Martin and Sarah B. Lesley conveyed land for a church by deed to trustees Thomas May, James Maynard, Samuel Marrs, Allen Lesley, and Martin Lesley. The chapel was named for Rev. W. J. Snivley, the circuit rider serving the church when it was built.