How do you link to your app from Mac?

Apparently, you don't.

Use Safari on your mac and search for Angry Birds as an example - that opens the internet page as usual, but instead of a link that conveniently calls the store via iTunes as before, you'll find this, instead "This app is only available on the App Store for iOS devices."