I logged into my Ultimate Rewards portal and scrolled down to Card benefits and activated the Priority Pass benefit.
It states:
"Your Priority Pass™ Select memberships have already been activated. You and your authorized users can access 900+ VIP airport lounges worldwide with Priority Pass™ Select and enjoy lounge amenities such as WIFI, free snacks, beverages and more with your Priority Pass™ Select membership card."

Says nothing about guests.