Mentalyc Alternatives for BCBA and ABA Therapists in 2026

If you're a BCBA or ABA therapist searching for Mentalyc alternatives, you've probably already noticed the gap: most AI scribes on the market — including Mentalyc itself — are built around general mental health practice, not the specific documentation conventions of applied behavior analysis. ABA notes look different. Session goals look different. Progress reports look different. Insurance authorization in ABA is its own world. The right tool for BCBA work isn't always the right tool for the rest of the mental health field.

This post is an honest framing of where the dedicated mental health scribes fit ABA work, where they don't, and what alternatives make more sense for behavior analysts.

The honest framing

Mentalyc and similar AI scribes are designed around the general mental health documentation pattern: a session happens, the clinician produces a progress note, the note follows a structure like SOAP or DAP, and the note ties back to a treatment plan. That pattern works for most psychotherapy. It does not perfectly map to ABA.

ABA documentation is built around different units:

• Session notes that include data on specific target behaviors, with rates, percentages, and trial-by-trial data
• Treatment plan goals written in operationally-defined behavioral terms with clear mastery criteria
• Progress reports that summarize data across sessions and show graphical trends
• Authorization requests that specifically tie hours requested to current performance and skill acquisition projections
• Parent training notes that are structurally distinct from direct service notes
• Supervision documentation for BCBA-supervised RBTs

A general mental health scribe handles maybe 60% of the structural needs and misses the data-driven core. That's the gap to be honest about.

When Mentalyc still works for ABA-adjacent work

Mentalyc does have a place in some BCBA workflows:

• Parent training session notes — these look more like general counseling and the structure fits.
• Initial assessment narratives — the descriptive parts where you're documenting observations and history.
• Caregiver consultation documentation — same as parent training; the format is closer to general therapy.

If your practice is heavy on those activities and lighter on direct ABA service delivery, a general mental health scribe is a reasonable choice for that subset of your work.

When alternatives make more sense

Alternatives become essential when most of your documentation is:

• Direct ABA session notes with trial-level or rate data
• Behavior plans with operationally defined targets
• Skill acquisition documentation across multiple programs
• Progress reports with graphed data
• Insurance authorization requests for ABA hours

For these, dedicated scribes built for general mental health are not the right tool.

Alternative 1: Purpose-built therapist tools (text-based)

The most flexible alternative for BCBA work is a text-based AI tool that you can prompt with the specific structures ABA documentation requires. Generic mental health scribes have one default structure; text-based tools let you provide the format you actually need.

The on-site therapist tools at AI Career Lab are built around text-based input — you paste the session bullets, you get back structured documentation. For BCBA work specifically:

• Session Note Generator — can be prompted with ABA-specific structure (target behaviors, data summary, session goal progression)
• Treatment Plan Generator — usable for behavior plans with operationally-defined goals when you provide the structure
• Pre-Authorization Generator — adaptable for ABA authorization requests with hour justification
• Client Letter Generator — handles caregiver communication, RBT supervision documentation, and team correspondence
• DAP Note Generator — alternative format that fits some ABA documentation patterns

Free with an AI Career Lab account, capped at five runs per day. For most BCBAs running a real caseload, that's enough to test the workflow on actual session documentation.

Alternative 2: ABA-specific practice management software with built-in AI

Several ABA-specific practice management platforms have shipped AI documentation features in 2025-2026 specifically for ABA workflows. These are usually the right call for clinics running multiple BCBAs and RBTs, because they integrate with the data collection systems that ABA practice depends on. Rather than naming specific products here (the ABA software landscape moves quickly and the right answer depends on your data collection stack), check what your existing ABA platform already includes before adding another vendor.

Alternative 3: General-purpose Claude or ChatGPT with ABA prompt library

For BCBAs who are comfortable with prompt engineering, a general-purpose AI tool plus a personal library of ABA-specific prompts gives you total control over format. Build prompts for:

• Direct service session note format
• Parent training note format
• Behavior plan structure with operational definitions
• Authorization request narrative
• RBT supervision feedback format

The downside is the upfront investment in building the prompt library. The upside is flexibility that no off-the-shelf tool offers.

Alternative 4: Other mental health scribes that handle ABA work

Some general mental health scribes have begun to add ABA-specific templates in 2025-2026. The honest advice is: if you're going to use a dedicated scribe, ask the vendor specifically whether they have ABA documentation templates and whether the templates have been validated by working BCBAs. If the answer is "we have a behavioral health template," that's not the same as ABA-specific documentation.

How to choose

Here's the honest decision tree:

1. Does your ABA practice management software have built-in AI documentation? Check that first. Integration with your data collection is a real advantage.
2. Are you a solo BCBA running a small caseload? Start with text-based tools you can adapt to your specific format (the on-site tools above) or a general-purpose AI tool with a personal prompt library.
3. Do you mostly do parent training and consultation, not direct service? A general mental health scribe like Mentalyc might fit that subset of your work.
4. Are you running a multi-BCBA clinic? Look at ABA-specific platforms with integrated AI rather than adding a separate scribe.

Where AI does not belong in ABA documentation

Honest non-negotiables:

• Never paste identifiable client information into a non-HIPAA-eligible AI tool. Use placeholders. ABA documentation often involves minor children, which raises the stakes.
• Trial-level data must be entered, not generated. AI can summarize the narrative around the data; the data itself comes from your collection system.
• Operational definitions must be precise. Don't let AI hand-wave behavior definitions that need to be specific.
• Final clinical responsibility is yours. AI drafts the documentation; the BCBA signs off.
• State licensing and BACB requirements apply. Know your jurisdiction's rules on AI use in behavior analysis documentation.

Try the free alternative first

If you're a BCBA frustrated with generic mental health scribes, the free therapist tools on AI Career Lab give you the flexibility to provide ABA-specific structure without a paid subscription. Five runs a day on a free account is enough to test the workflow on real session documentation.

Create your free AI Career Lab account and try the therapist tools today. No credit card required.