JotPsych vs Scribing.io: An Honest Comparison for Group Therapists (2026)

Group therapy presents a unique documentation challenge that most AI medical scribes weren't built to handle: you're not documenting one client per session — you're documenting several. Each participant has their own treatment plan, their own progress notes, and their own clinical narrative. If your AI scribe can't differentiate between participants, you're left doing the heavy lifting yourself after every group.

This comparison examines how JotPsych and Scribing.io each approach that problem, where each tool genuinely excels, and which one better serves group therapists in 2026.

Who is JotPsych?

JotPsych is an AI-powered clinical documentation tool designed primarily for mental health and behavioral health professionals. It uses ambient listening or audio uploads to generate clinical notes from therapy sessions. JotPsych has earned positive attention for its clean interface, its focus on the therapy-specific workflow, and its support for common note formats like DAP, SOAP, and BIRP. The platform markets itself as a purpose-built solution for therapists and counselors, and users report that it handles individual therapy sessions with solid accuracy and minimal editing.

JotPsych's core value proposition centers on reducing post-session documentation time for clinicians conducting one-on-one psychotherapy. It integrates well into solo-practice workflows and has garnered favorable reviews from therapists transitioning away from fully manual note-writing.

Who is Scribing.io?

Scribing.io is an AI medical scribe platform designed to serve clinicians across specialties, including behavioral health, psychiatry, and group therapy. It uses advanced ambient AI to capture and structure clinical encounters into compliant, provider-ready documentation. Scribing.io supports a broad range of note templates and allows significant customization, enabling clinicians to tailor outputs to the specific demands of their practice setting — including sessions that involve multiple participants.

For group therapists specifically, Scribing.io offers functionality aimed at the multi-client documentation problem: the ability to generate individualized notes for each group member from a single recorded session. This is a meaningful differentiator for clinicians running process groups, psychoeducational groups, or intensive outpatient programs.

Side-by-Side Feature Comparison

Where JotPsych Has the Edge

JotPsych deserves credit for several things it does well:

• Therapy-first design philosophy: JotPsych was built specifically for therapists, and that shows. The interface, the default note formats, and the language models are tuned for psychotherapy encounters. Users report that the output reads like a therapist wrote it, not like a general medical scribe adapted it.

• Simplicity and onboarding: Based on public reviews, JotPsych is praised for its straightforward setup. Clinicians who are new to AI scribes often find the learning curve manageable, which matters in a field where technology adoption can lag.

• Individual session quality: For therapists conducting exclusively one-on-one sessions, JotPsych's focused approach can deliver clean, accurate notes that require minimal revision. If group therapy isn't part of your caseload, this focus is an advantage, not a limitation.

• Pricing accessibility: Users report that JotPsych's pricing is competitive for solo practitioners, making it accessible for therapists in private practice with limited overhead budgets.

Where Scribing.io Has the Edge

For group therapists specifically, Scribing.io addresses the pain point that JotPsych's architecture doesn't fully solve:

• Multi-client documentation from a single session: This is the critical differentiator. Group therapists don't run one session per client — they run one session for many clients. Scribing.io is built to parse a group encounter and produce individualized, compliant notes for each participant. This eliminates the workflow where a therapist finishes a 90-minute group and then spends another 60 minutes writing separate notes from memory.

• Template depth and customization: Group therapy formats vary enormously — from DBT skills groups to substance abuse process groups to grief support. Scribing.io's template engine allows clinicians to create and reuse custom structures that match their specific group modality, rather than forcing clinical content into a generic framework.

• Cross-specialty flexibility: Many group therapists also carry individual caseloads, run family sessions, or collaborate with prescribers. Scribing.io's multi-specialty architecture means one platform handles all of these encounter types without requiring a separate tool for each.

• Scalability for group practices: For practices that run multiple groups per week across several clinicians, Scribing.io's infrastructure supports team-level workflows. Based on public information, it's designed to scale beyond the solo-practitioner use case.

Which Tool is Right for Group Therapists?

The answer depends on what your caseload actually looks like:

Choose JotPsych if: You conduct exclusively or almost exclusively individual therapy sessions. You value a simple, therapy-specific interface. You don't need multi-client session parsing. You're a solo practitioner looking for an affordable, low-friction documentation tool.

Choose Scribing.io if: You run group therapy sessions and need individualized documentation for each participant. You need flexible templates that adapt to different group modalities. You carry a mixed caseload (individual, group, family, or psychiatric). You work in a group practice or IOP/PHP setting where documentation volume is high and multi-client encounters are the norm.

The fundamental question is whether your AI scribe needs to handle the one-session-many-clients problem. If it does, Scribing.io is purpose-built for that workflow. If it doesn't, JotPsych remains a strong contender for individual therapy documentation.

Final Verdict

JotPsych is a well-designed tool that serves individual therapists effectively, and its therapy-first approach is a genuine strength. But group therapy documentation is a fundamentally different problem than individual session documentation. It requires multi-participant awareness, individualized output generation, and template flexibility that matches diverse group modalities.

Scribing.io solves this problem directly. For group therapists who are spending significant time after each session manually reconstructing individual notes, switching to a tool that automates that process isn't a convenience — it's a clinical workflow transformation.

If you're running groups and drowning in post-session documentation, it's worth seeing how Scribing.io handles your specific use case. Try Scribing.io Free and test it with your next group session.