Yes, of course that's what the blockchain is about, but there is usually no information attached to a transaction that would identify it as illicit, like a note saying "this was for banned substances", "thank you for placing the bomb", or "Enjoy your new superyacht, Sergej". Therefore it is not possible to trace illicit transactions, unless one defines illicit as referring solely to using stolen crypto.