No doubt on some Europan version of HN right now they're posting wondering the same thing about us.

Probably a prerequisite is their biosphere has a common origin with ours, so the biochemistry is shared. Otherwise you wouldn't fare much better than someone eating random chemical compounds from an organic synthesis lab.

This is where chirality rears its ugly head.