I can definitely say that for food I MUCH prefer the web/app interface. I can swipe through a bunch of nice-looking food and just tap on something that looks appetizing.
You can't get that with voice no matter how you do it. It's like if a restaurant had no menu and the wait staff just recited the menu in your face and asked you to pick. Even with real humans, voice isn't the best interface for presenting food choices.