Hemingway - Conversational AI in Mental Health Market Map - April 2026
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About Hemingway - Conversational AI in Mental Health Market Map - April 2026
Hemingway is a collaborative project that produced a comprehensive market map and report on conversational AI for mental health. The report analyzes 31 conversational AI products across nine dimensions including clinical evidence, business models, and product features. It aims to bring greater transparency to the field and is a living project that invites contributions and collaboration from the ecosystem.
Key Features
Analyzes 31 conversational AI mental health products
Covers nine dimensions: clinical evidence, business models, product features, and more
Living project with open contributions via Typeform
Cross-functional team of Hemingway members
Insights and important questions raised for the field
Pros & Cons
Pros
- Brings transparency to a rapidly evolving field
- Comprehensive multi-dimensional analysis of 31 products
- Collaborative and open to contributions
- Provides clinical, business, and product perspectives
Cons
- Report likely not exhaustive; may miss some products
- Limited to 31 covered products at launch
- Field insight: models cannot reliably see user state (noted by community)
Best For
Market research on conversational AI in mental healthUnderstanding the competitive landscapeClinical and product benchmarkingAcademic research and transparency initiativesIdentifying gaps and opportunities in the space
FAQ
What does the Hemingway report cover?
It covers 31 conversational AI products for mental health, analyzed across nine dimensions including clinical evidence, business models, and product features.
Is the report free to access?
Yes, the report is publicly available and free. The post indicates it's a free resource.
How can I contribute to the report?
Contributions can be submitted via a Typeform link provided in the LinkedIn post.
Who created the Hemingway report?
It was created by a cross-functional group of Hemingway members, coordinated by Michael Trang, with contributions from Danielle Vaeth, Jackie Ourman, and others.
Is the report updated?
Yes, it's described as a 'living project' and the post encourages ongoing contributions and collaboration.