Auxiliary Verb: The main clause "We'd never have known" uses the auxiliary verb "would."
Tag Question Formation: When the main clause uses "would" (as in the past modal auxiliary), the tag question typically uses "would" as well for consistency.
Positive Statement: The main clause is a positive statement.
Putting it all together: "We'd never have known, would we?"
