When people lose access to specialized mental health AI, they are twice as likely to use a generic chatbot like ChatGPT than to seek help from a human professional.
March 31, 2026
Original Paper
Generic AI or Nothing: Support-Seeking Patterns After Market Withdrawal of a Purpose-Built AI Wellbeing Tool
PsyArXiv · et8ma_v1
The Takeaway
This study tracked what happened when a purpose-built wellbeing AI was withdrawn from the market; only 13% of users transitioned to human professional care. The majority chose to use generic AI or nothing at all, suggesting that for many, the 'instant access' of a bot is more valuable than the expertise of a human.
From the abstract
Background. Purpose-built AI wellbeing tools—designed with clinical safeguards for everyday emotional difficulties such as stress, grief, and relationship conflict—represent a growing category of digital mental health support. When regulatory actions disrupt access to such tools, users must navigate alternatives on their own; however, no empirical data exist on where they actually turn. This study examines the real-world impact of interrupted access to a purpose-built AI wellbeing tool on help-s