Pleasant Cemetery is located on the west side of Madison County Road 57/Pickaway County Road 500, about .75 mile east of OH-56, outside Mount Sterling, Ohio (Pleasant Township, Madison County/Darby Township, Pickaway County).

Pleasant Cemetery is large, and it is still active. The oldest gravestones are located on the west side of the cemetery. There are many large obelisks and a few beautiful statues. Almost all of the gravestones are in perfect condition. The grounds are very well maintained.