I used Amazon an an example because they are the first I learned to do this trick with. I know Amazon has canonical ways to shorten URLs. Many other sites don't. Here's Monoprice:
CDW is more fun. They expect some pretty part of the URL, but don't do anything with it. So you shorten it to 1 char if you want the link to still work: