We didn't see any depth or interest to Brom. Hence, stereotype.

I actually referred to 'world-building' in my Season 1 essay, and concluded that the show doesn't worldbuild in the sfnal sense.

All this shows is that you don't understand the meaning of the term 'worldbuilding'. Not that I've read the essay yet, but I'm sure it's comprehensively wrongheaded. :p