Sure! I do it all the time. I often grab a rotisserie chicken when I want to make this soup (since I only have leftover turkey about once each year). And, if you can't find turkey broth, chicken broth will work just fine, too. I've fully tested this recipe with both chicken and chicken broth, and they're absolutely delicious options!