I’ve done it before and there is no ID verification whatsoever
Many such places will have footage of you making the purchase, and some will have a record of your mobile phone's presence. This might not matter to most people, but whistleblowers (and anyone else who might be targeted by government or law enforcement) ought to think carefully before assuming they're safely anonymous.