I still have to disagree. You don't have to look far (patio11's Bingo Card Creator) to find single-founder businesses that reached level of success without going viral. (I suppose this all depends on your definition of viral, too.)

Yes you're right - he seems to be using adsense to drive traffic. I guess if adsense didn't work for small businesses, google wouldn't be making the money they do :)