I am trying to install an app form App Store and getting "This item is temporarily unavailable. Try again later." Tried to install the app on different macs (with the same icloud ID), but still getting the same problem. Any ideas on how to fix this?
If your "try again later" is minutes or even a few hours, you might just have to wait for the web service to complete the transaction scheduled for that app.
You could use the developer's contact information / support site to see if they are in the middle of a release - the developer knows when the product is released for sale and/or a price change which can cause this error temporarily.
Lastly, you can contact Apple Store support to have them investigate whether it's a problem on their end with the app in question or whether it's a problem with your AppleID / store account. If so, they can tell you if it's on Apple's end to fix or if you have to fix it.
Basically, several things could be broken and you'll need to work through them one by one to reach a solution.
This may happen after switching your AppleID country.
You may be able to resolve this by signing in again, e.g. by clicking on the "Purchased" tab and clicking "Sign in".