Select correct verb.
We __________________________ to the airport to pick him up if he had not been delayed.
This is a 3rd conditional, referring to an unreal condition in the past. You use would + have + past participle (would have gone) in the main clause, and if + past perfect (he had been delayed) for the conditional.