This Southwest chicken soup recipe is made with loads of chunky chicken, fire roasted tomatoes, roasted poblano peppers, corn, black beans and a warming blend of seasonings. One of my favorites. Chicken soup is in the Chili Pepper Madness kitchen today, my friends! Only you know I can’t make your typical chicken soup. Chicken soup is great, and everyone loves a good chicken noodle soup, but for people like us – we need some extra flavor.