The pattern is because they're the exact same app. All of those are just the iTunes Store, which is a web page on every platform. The iTunes Store is a little clunky but it works fine.

Apple also have the Apple Store, which is a separate thing that's a website - I believe it's a WebObjects app and the iTunes Store is as well.