I think another factor that could quickly see bot deliveries surpass "gig" food delivery like Door Dash or Uber Eats is that there are many people that distrust such services.

I don't use services like this whereas I will use delivery service by a restaurant-employed driver. There's a difference in the level of trust between the pizza driver that works for the actual pizza place and 3rd party person/service.