I'm sure there are reasons for the current classification. But there are certainly differences between I live on a hundred acres but I have decent shopping and culture relatively accessible and the nearest Walmart is 100 miles away.

As you suggest, a lot of what is classified as urban is not urban especially by the standards of someone who barely considers the South Bay as urban.