One of the easiest ways to tell if the thawed frozen chicken is bad is to look at its appearance. Chicken may be gray or even greyish. While it is unlikely that a whole chicken has spoiled, it’s worth a test to ensure it is still edible. A simple way to test for rotting is to run water over the chicken. It probably hasn’t gone well if the chicken looks slick and white.