This doesn't help with the cheese question, but some DD pizzas don't have a very thick bottom crust at all. Perhaps this was just on the thinner side of the continuum. I prefer a pretty thin crust on DD. My dough weight for a 12" DD is typically just under 400g. That's 33% heavier than my 14" thin, but it's not the 50%-75% markup seen in many recipes.