I’ve only had St Louis pizza in St Louis once, and the big difference is the cheese. I didn’t like it, but certainly a lot of people do like it or it wouldn’t survive as a style of pizza.
Edit - Wikipedia says that St Louis pizza crust doesn’t have yeast in it. Chicago thin crust definitely uses yeast.