It's 1 a.m. You can't sleep. You open a chat window and type the thing you haven't said out loud to anyone. The reply comes back in two seconds, kind and calm.
That moment is real, and a lot of people have it. But an AI therapy chatbot is not a therapist, and new research is making the gap hard to ignore. Here's what the latest findings say, where AI can actually help, and where you need a human.
What the new research found
In late September 2026, Northeastern University researchers published a peer-reviewed paper in JMIR Mental Health on AI companion chatbots, the kind people lean on for comfort and emotional support. According to the university's summary, the findings were not gentle.
The paper links these chatbots to a cluster of serious problems:
- Attachment that looks like addiction. Some users came to need the bot in a way that crowded out other support.
- Symptoms getting worse, not better. For some people, the chats deepened what they were already struggling with.
- Sycophancy. The bots tend to agree with you. That can mean validating your worst fears about yourself, or going along with beliefs that aren't grounded in reality.
The researchers called for more testing before these tools go out to the public, and more data on how they affect people over time.
That last point matters. A chatbot is built to keep the conversation going. A good therapist is trained to notice when the conversation is going somewhere unhelpful, and to gently say so.
Lawmakers are drawing a line
This isn't only a research debate anymore. As of mid-2026, seven US states restrict AI from delivering therapy. Illinois and Nevada moved first in 2025. Colorado, Maine, Rhode Island, Tennessee, and Vermont followed this year, according to Becker's Behavioral Health.
The rules vary, but the core idea is the same. An app can't call itself therapy or act like a licensed clinician. Those laws lean on the same licensing systems that hold human therapists accountable.
You don't need to live in one of those states for this to matter. The message is clear: talking to a bot and being in therapy are two different things.
What an AI therapy chatbot can do
We're not anti-AI. Purple Lotus is built on it. So let's be fair about what these tools are good for.
They're there at 1 a.m. No waitlist, no booking. When you need to get a thought out of your head, typing it somewhere can help.
They can help you find words. Some people use a chatbot to sort out what they're feeling before they say it to a real person. That can make a first therapy session less scary.
They can share general info. What is CBT? What does a first session look like? A chatbot can give you a rough answer fast. (Double-check anything that matters.)
Used this way, AI is a notebook that talks back. Useful. Limited. (If you're curious about the companionship side, our conversation on love, loneliness, and AI companions goes deeper.)
What a chatbot can't do
It can't know you over time
A therapist remembers that you mentioned your dad three sessions ago, and notices that you always change the subject when he comes up. That kind of pattern-spotting is a big part of the work.
It can't push back with care
Good therapy feels supportive, but it isn't always comfortable. Sometimes your therapist will name the thing you've been avoiding. A bot that's built to please you rarely will.
It can't be accountable
A licensed therapist answers to a regulatory body. They follow a code of ethics, have legal duties to protect your privacy, and can lose their licence if they cause harm. A chatbot holds no licence to lose.
It can't build a real relationship
This is the big one. A major review of 295 studies with more than 30,000 clients found that the strength of the bond between client and therapist was consistently linked to better results. That held across therapy types and settings.
In other words, the relationship isn't a nice extra. It's one of the parts that does the work.
Not sure where to start?
Purple Lotus asks you a few questions in your own words, then matches you with therapists who fit how you think and what you need.
See How Matching WorksWhere AI actually belongs in your mental health
Here's our honest take. The best use of AI isn't pretending to be your therapist. It's getting you to the right human, faster.
Finding a therapist is hard. You scroll a directory, read a hundred bios that sound the same, book a session, and find out in minute ten that it's not a fit. Then you start over. Plenty of people quit right there.
That's the problem we built Purple Lotus to fix. Our matching uses natural language processing: you describe what's going on in plain words, and we use that to find licensed therapists whose approach, focus, and style line up with you.
AI does the sorting. A human does the therapy. That's the line we think every mental health tool should hold.
If you're using a chatbot right now
No shame. Lots of people are. A few honest check-ins can help:
- Do I feel better or more stuck after I close the app?
- Am I talking to the bot instead of the people in my life?
- Does it ever disagree with me? If never, that's worth noticing.
- Am I using it to avoid getting real help?
If any of those land, it might be time to talk to a person. If you're in crisis or thinking about harming yourself, please don't rely on an app. Call or text 988 (in Canada or the US) or contact your local emergency services.
FAQ
Can an AI therapy chatbot replace a therapist?
No. A chatbot can offer quick support and general information, but it can't build a lasting relationship, spot patterns over time, or be held accountable like a licensed therapist. Research links that relationship to better outcomes.
Are AI therapy chatbots safe?
They can be helpful for low-stakes support, but new research ties companion chatbots to unhealthy attachment, worsening symptoms, and a habit of agreeing with users. Several US states now restrict AI from providing therapy.
How can AI help me find a therapist?
AI is good at sorting and matching. Tools like Purple Lotus use your own words to match you with licensed therapists whose approach and focus fit your needs, so you spend less time on the wrong fit.
Find a human who gets it
A chatbot can keep you company for a night. A good therapist can help you change what keeps you up.
If you're ready to talk to someone real, let us help you find the right one. It takes a few minutes, and you can go at your own pace.
Ready to talk to someone real?
Get matched with a licensed therapist who fits how you think and what you need.
Get MatchedPhoto by Gabrielle Henderson on Unsplash
Written by
Purple Lotus Team
Team
