If the aliens have godlike powers I think we can presume that they would either be smart enough to figure us out or else weird enough that talking to them isn’t worthwhile.

Literally every civilization we have ever encountered evidence of has math and language. If an alien has neither, and is not smart enough to figure us out, then they’re likely not the sort we could communicate with on even the scale of our communication with plants and insects.