I am under the care of a psychiatrist for my anxiety and depression. While I have not tried CBD oil, I take a non habit-forming prescription, it might be worth asking that professional about before you just start taking it. It is expensive to use long-term from what I do know.
I also practice Cognitive Behavioral Therapy to help manage my anxiety and find that it works quite well in directing my thoughts to more useful and manageable forms.