It's an interesting thought exercise, but I don't think GrubHub is really the same situation. The restaurants that you order from on GrubHub exist as businesses and serve food regardless if GrubHub is facilitating delivery or not. If the GrubHub driver robbed you when they showed up at your house, then yes, I would think you might be able to sue them.