Check your invoice too. It should have a qty of oil. But this kind of begs the question... Why would they not? They get paid for doing it. Do you really think a dealership would risk not servicing your vehicle properly to swindle the cost on oil? What kind of company would risk that? It doesn't make a ton of sense.
That said, I've thought the same thing.