Cats can growl at the food for many reasons; however, this behavior can occur in felines for two main reasons. The first is food aggression, and the second is any dental issue. Sometimes your kitty can start growling at his food when he doesn't like it or has any underlying problem that compels them to avoid eating. Your veterinarian can help your kitty in this situation.