I don't have any personal experience on the driver side, but I did use the hell out of food panda and uber eats in Taiwan during the 2 week quarantine last fall... Handy, but I will never work any part of this "gig economy" bs.

For lyft and uber ride sharing, as I understand it, the details of the order are not shared with the driver until they accept it. They are only allowed to accept it if they are within a certain radius of the pickup point.

I expect that is true on the food side as well, otherwise you would have people never accepting "low value" orders.