My experience in Brazil: Uber is way cheaper here. Compared to what I paid in San Francisco, I'd estimate a ~10x difference. And things here are rarely 10x cheaper. The difference in restaurants is probably less than ~2x.

My point being it probably feels like less of a luxury for us than for people in the US.

I'd say it's probably the most popular app too. I've never met people who used others.