The Billboard chart would like to disagree with you. I'd suggest that having every one of their studio albums reach the top 100 (including 4 albums reaching at least number 3) is pretty sufficient to qualify as "making it big" in America.
As for the Arctic Monkey, my take is that although they don't do anything revolutionary, they do it very well. But you're right, they'll probably be gone in the next few years.