 This 4th of July holiday week, which American city has the best barbecue? A survey from Lawn Starter ranks the 500 largest U.S. cities in a search to find America's best barbecue. What the survey considered? We wanted to make sure that people had access to the award-winning barbecue restaurants and that you also have regional and national barbecue competitions.