Heat the olive oil in a large stockpot or Dutch oven over medium-high heat. Add the ground chicken, chili powder, garlic powder, cumin, oregano, onion powder, and paprika; season with salt and pepper. Cook until the chicken has browned, 3-5 minutes, making sure to crumble the chicken as it cooks; drain excess fat.