I am as big a fan of the Normal distribution as the next person, but are ratings not ordinal data?

If so, mean and standard deviation, although you can calculate them, have no meaning. Hence a t-test kinda makes no sense (imho).

You can still test if the differences in ratings are significant though. You can use a chi- square test comparing observed counts per rating level to expected counts per level…