Facebook Ad Library will show you all ads running for a particular page, but the problem is that you cannot get the ad direct post link, like this:
https://www.facebook.com/pageID/post/postID
It does provide the ad unique id which is useless:
How could I retrieve Facebook Ad Library direct post link?