Comment by BeetleB

Don't do delivery from 3rd party services...?

In the old days, delivery was limited to pizza, and occasionally Chinese. You'd call the restaurant directly and place the order. The only possible way a scammer would get you is if you called the wrong number. That's why we had the Yellow Pages.

It seems from comments here that Google is a lot less reliable than the Yellow Pages were.