Pizza Palace is where Jess and Brian go after a dinner with the rest of the Griffin family becomes a disaster in "Married...With Cancer" when they make numerous cancer jokes aimed at Jess.
But outside of Pizza Palace, Jess collapses while a frustrated driver waits for Brian to drag her to his car so he can have their parking space.