Romney is known and boring; Cain is new and unknown.
As you say the preacher from Antioch Baptist Church North - Atlanta isn't a known just yet. If he maintains his rise in the polls expect the powers that be to apply a proctoscope and then we may know a little of his history, associates, dealings, beliefs, etc. Until then we are pretty much clueless.