An LLM based therapist should be tested like any other medical device. Your comment contains an underlying assumption that they are beneficial. That assumption has not been proven. It is just as likely that they are hurting the people they purport to help.

Without a bevy of studies to prove one way or another, their use is unethical at best and actively harmful at worst.