 Looking for the best barbecue in the nation? Who are the cities to put on your barbecue bucket list? A survey from Lawn Starter ranks the 500 largest US cities in a search to find America's best barbecue. What the survey considered. We wanted to make sure that people had access the award winning barbecue restaurants. And then you also have regional and national barbecue competitions.