What with the number of people that get cavities, I'd hope it wouldn't be hard to make profitable.

I'd also hope it'll be cheap. Getting a tooth drilled requires all sorts of infrastructure, and hours of time on the part of a trained PhD. Slapping some goop on? All you have to do is make the goop cheaper, and costs plummet.