The reactions tested thus far involve relatively small molecules, often with functional groups not usually seen in organic chemistry. We thus test our methodology on two reactions, one unimolecular and one bimolecular, that are more representative of those encountered in synthetic organic chemistry. Our goal here is simply to check whether the correct products can be found with the current parameters rather than and exhaustive computational study of the reaction mechanisms.