I can't handle regular coffee because of the caffeine setting off my anxiety, but coffee has been a staple of AA meetings since, forever, and I think for good reason.
My guess is because it's a strong drink that you sip, in the way many would alcohol. Regardless of your drink of choice, as long as it doesn't have alcohol in it, you are good to go!