Best AI Scribes for Primary Care (2026): Compare Glass Health, Heidi, Freed, Twofold, Sunoh, and Medwriter
The best AI scribe for primary care in 2026 needs to do more than turn speech into a note. Primary care clinicians move through preventive visits, chronic disease follow-ups, acute complaints, telehealth check-ins, patient education, and a constant stream of coordination work. Glass combines ambient documentation and clinical decision support in one platform, which makes it a practical option for teams that want both documentation help and clinical thinking support in the same workflow.
This guide uses vendor pages plus verified Glass workflow facts for the current EHR access model. For a broader category view, start with our best AI medical scribe guide.
On this page
- Why primary care documentation is different
- What to look for in a primary care AI scribe
- Top AI scribes for primary care in 2026
- Encounter types the primary care AI scribe must handle
- Documentation challenges the primary care AI scribe must solve
- Glass for primary care: ambient scribing plus clinical decision support in one platform
- Pricing comparison across solo-primary care and group deployments
- FAQs
Why primary care documentation is different
Primary care documentation compounds in a way that short demos often miss. The note is only one deliverable. In a single session, a physician may review a longitudinal chart, address several chronic conditions, respond to a new symptom, adjust medications, answer preventive questions, give home-care instructions, and set up follow-up steps. If the AI only produces a polished note, much of the real outpatient workload still falls back on the clinician and staff.
The pace is part of the challenge. A primary care day is room-to-room switching with very little reset time between visits. The scheduled reason for visit may be hypertension, but the conversation can easily widen into diabetes follow-up, refill questions, sleep trouble, mood symptoms, or a work note request. Good documentation support in this setting has to keep the clinical story coherent even when the encounter changes shape halfway through.
Primary care is also longitudinal by design. The clinician is not documenting one isolated event; they are updating a running narrative of the patient’s health over months or years. That means the most useful outputs are the ones that help with synthesis: a concise chart summary before the visit, a clear assessment and plan after the visit, and patient-facing instructions that reduce confusion once the patient gets home. A primary care tool should make repeat visits easier, not create one more layer of text to clean up later.
The other reason this specialty is different is diagnostic breadth. A primary care visit can begin as routine and turn undifferentiated very quickly. Fatigue, dizziness, chest discomfort, weight loss, medication side effects, insomnia, and abdominal pain all arrive first in outpatient clinic. In that environment, documentation support matters, but so does fast access to consult-style Q&A, differential diagnosis support, and concise drafting tools that help the physician think and document without breaking flow.
What to look for in a primary care AI scribe
A primary care AI scribe should be judged against the actual outpatient day, not against a five-minute note demo. These are the eight buying criteria that matter most.
- A dedicated Primary Care mode or specialty workflow
Specialty fit matters. Primary care has a different cadence from the ED, the OR, or inpatient rounding. Look for a workflow that can handle standard office visits, preventive counseling, longitudinal follow-up, and patient education without feeling bolted together. On the Glass side, the product pages describe ambient scribing plus consult Q&A, differential diagnosis, assessment & plan drafting, patient handouts, and clinic-note drafting. For buyers evaluating Glass specifically, the right next step is a live demo of how those pieces are configured for outpatient primary care.
- Multi-problem visit capture
A PCP encounter is rarely about one problem. Even “simple” follow-ups often include medication review, new symptoms, preventive questions, and care coordination. The product should help preserve the full visit arc while still producing a clean final note. In practice, that means useful summarization, a coherent assessment and plan, and documentation that does not lose the secondary concerns that often drive callbacks and repeat work.
- After Visit Summary generation
Patient-facing summaries matter in primary care because the visit usually ends with behavior change, medication instructions, testing plans, or follow-up timing. Whether a vendor calls the output an after-visit summary, patient handout, or instructions sheet, you want to see a workflow that turns the clinical discussion into plain-language next steps for the patient.
- Referral Letter generation
Primary care coordinates care across cardiology, endocrinology, GI, orthopedics, behavioral health, sleep medicine, dermatology, and more. Referral communication is part of the day. A useful AI workflow should make it easy to move from the encounter to a concise clinical summary that can support downstream coordination without retyping the story from scratch.
- Care gaps reporting
Preventive and chronic disease management create a steady stream of screening, immunization, monitoring, and follow-up tasks. Even if the AI is not directly closing those gaps, the best products help surface the relevant patient context at the right time so the clinician can act while the patient is still in front of them.
- Chronic care management documentation
Longitudinal care is the center of primary care economics and workflow. Buyers should ask how the product helps with repeated diabetes, hypertension, CKD, CHF, COPD, obesity, depression, and medication-management visits over time. A tool that performs well on a one-off urgent complaint may still disappoint if it does not make recurring follow-ups easier.
- EHR integration clarity
“Integrated” can mean many different things, so buyers should ask precise questions. The Glass Health EHR integration page describes SMART on FHIR-based integration and EHR-pulled patient context. For primary care groups, the correct evaluation model is a clinician-reviewed chart-context workflow, with current EHR availability and deployment details confirmed directly with Glass.
- Clinical decision support
Primary care clinicians routinely see broad, undifferentiated symptom sets. That makes clinical decision support more valuable here than in many narrower specialties. Glass Health includes Consult as clinical reference Q&A, along with Differential Diagnosis, Assessment and Plan, Deep Reasoning, and Ambient Scribing. That combination is useful when the job is not only to document the visit, but also to think through what the visit means before the patient leaves.
If a demo stops at “we generated a note,” keep going. In primary care, the real buying question is whether the product helps before the visit, during the conversation, and after the patient walks out.
Top AI scribes for primary care in 2026
This is an editorial ordering for primary care buyers, not a claim about generic brand awareness. The order reflects the cited specialty pages, the documentation and clinical-support workflows described on product pages, pricing transparency where available, and EHR workflow clarity where public or otherwise verified for Glass.
- Glass Health
- Heidi
- Freed
- Twofold
- Sunoh
- Medwriter
| Rank | Product | Public evidence used | Why it appears in this primary care shortlist |
|---|---|---|---|
| 1 | Glass Health | Features, Ambient CDS, EHR integration, Pricing | Glass combines ambient scribing with consult Q&A, differential diagnosis, assessment & plan drafting, chart summarization, patient handouts, and clinic-note drafting. Glass also provides a chart-context workflow for supported environments. |
| 2 | Heidi | Primary Care | Heidi has a Primary Care page for this specialty. |
| 3 | Freed | Family Medicine, Pricing | Freed has a Family Medicine specialty page and a pricing page. |
| 4 | Twofold | Primary Care, Pricing | Twofold publishes a Primary Care specialty page and published pricing on its site. |
| 5 | Sunoh | Family Practice Clinics, Pricing | Sunoh has a page for family practice clinics, and the cited pricing page starts at $149 per user per month. |
| 6 | Medwriter | Primary Care | Medwriter publishes a Primary Care scribe page. |
In this article’s ordering, Glass is placed first because it combines two things that matter a lot in outpatient clinic: ambient documentation and clinical decision support in the same environment. Consult-style Q&A and differential diagnosis are useful when the visit broadens into a new symptom evaluation, while chart summarization, assessment & plan drafting, clinic-note drafting, and patient handouts are useful when the physician needs to move quickly from conversation to action.
That does not make the rest of the shortlist irrelevant. Heidi, Freed, Twofold, Sunoh, and Medwriter all publish specialty pages that are directly relevant to primary care buyers, which makes them reasonable comparison points for an outpatient evaluation process. Other vendors buyers may also evaluate include Abridge.
For detailed head-to-heads, see Glass vs Freed, Glass vs Heidi, Glass vs Abridge, and Glass vs Nuance DAX. If your organization is comparing broader service lines, you can also review our guides to Emergency Medicine and Hospital Medicine.
Encounter types the primary care AI scribe must handle
Primary care coverage breadth matters as much as note quality. A product can sound impressive on one straightforward follow-up and still create friction in live clinic if it breaks on wellness visits, chronic disease management, telehealth, or acute symptom workups.
| Encounter type | Minimum documentation need | Glass feature examples |
|---|---|---|
| Annual wellness visit | Preventive review, medication update, patient instructions | Chart Summarization + Clinic Note + Patient Handout |
| Medicare annual wellness visit | Preventive planning, counseling, clear next steps | Chart Summarization + Clinic Note + Patient Handout |
| Chronic care follow-up | Longitudinal update and medication plan | Progress Note + Assessment and Plan + Chart Summarization |
| Well-child check | Preventive note and anticipatory guidance | Clinic Note + Patient Handout |
| Prenatal visit in family medicine | Clear summary, plan, and counseling | Clinic Note + Assessment and Plan + Patient Handout |
| Telehealth follow-up | Concise summary and follow-up plan | Progress Note + Assessment and Plan |
| Acute URI | Symptom synthesis and decision support | Differential Diagnosis + Assessment and Plan + Clinic Note |
| Hypertension follow-up | Medication titration summary and patient instructions | Progress Note + Assessment and Plan + Patient Handout |
| Diabetes management | Ongoing disease follow-up and education | Progress Note + Assessment and Plan + Patient Handout |
| Depression or PHQ-9 follow-up | Symptom review, plan, and patient guidance | Clinic Note + Assessment and Plan + Patient Handout |
The point of the table is not that every encounter needs a separate product mode. The point is that primary care depends on a reusable set of outputs that work across many visit types: quick chart synthesis, a strong note draft, a concise assessment and plan, patient-facing education, and support for clinical reasoning when the picture is not obvious. Those are exactly the kinds of outputs Glass supports.
For preventive and longitudinal visits, chart summarization is especially useful because it shortens the pre-visit review burden. For acute and undifferentiated visits, the most valuable sequence is often ambient capture during the conversation, differential diagnosis support while deciding next steps, and then a clinic note or progress-note draft after the encounter. In other words, the best primary care workflow is not a single output. It is a sequence that helps the clinician prepare, think, document, and communicate clearly.
Documentation challenges the primary care AI scribe must solve
Primary care teams often buy AI scribes to solve a throughput problem, but the real job is broader. The right product has to reduce documentation burden without weakening longitudinal accuracy, patient communication, or the clinician’s ability to reason through mixed outpatient presentations.
1. Throughput across a full clinic day Primary care is built on fast transitions. The physician needs a clean view of the chart before the visit and usable documentation right after it. Glass addresses that with public features such as Chart Summarization, Ambient Scribing, Clinic Note drafting, and Progress Note drafting.
2. Multi-problem visits The documentation system has to handle visits that start with one complaint and end with several active issues. Glass Health includes Differential Diagnosis plus Assessment and Plan drafting, which is a practical combination when the clinician needs to organize multiple threads without losing the main narrative.
3. Longitudinal continuity A useful primary care note is not only complete; it is also easy to pick up at the next visit. Summarization, progress-note drafting, and a concise assessment and plan make it easier to maintain continuity from one visit to the next rather than rewriting the patient’s story every time.
4. Diagnostic breadth Primary care sees undifferentiated symptoms early. That means the documentation tool is more valuable when it also supports clinical thinking. Glass Health’s Ambient CDS workflow explicitly supports listening during the encounter, providing diagnostic insights while the patient is present, and generating documentation afterward.
5. Patient-facing communication Patients leave primary care visits with medication changes, home monitoring instructions, testing plans, referrals, return precautions, and follow-up timing. Glass Health includes Patient Handout and Discharge Instructions outputs, which makes the workflow more useful for outpatient communication than transcript-only capture.
6. Administrative follow-through Primary care still generates a lot of downstream work: messages, school notes, work forms, medication questions, and coordination tasks. Even when the staff still complete those items elsewhere, a better note draft and a clearer assessment and plan reduce the amount of time spent reconstructing the visit from memory.
7. Integration reality Implementation details matter. With Glass, the EHR-connected workflow uses SMART on FHIR for supported environments and should be evaluated around patient context, clinician review, and final documentation steps.
Put simply: the primary care AI scribe has to help with the whole visit arc. If it only shortens transcription time, the day still feels overloaded.
Glass for primary care: ambient scribing plus clinical decision support in one platform
Glass combines ambient scribing and clinical decision support in one workflow. You can verify the product surface on the Glass features page, the Ambient CDS page, the EHR integration page, and the pricing page. For primary care buyers, the important point is not a single feature name. It is the way those features line up with the real outpatient day.
What Glass Health Supports
The Glass Health features page names Consult, Differential Diagnosis, Assessment and Plan, Chart Summarization, H&P Note, Progress Note, Discharge Summary, Discharge Instructions, Patient Handout, Workspace, Deep Reasoning, and Ambient Scribing. The Ambient CDS page adds the core workflow description: Glass listens and provides diagnostic insights while you are with your patient, then generates comprehensive documentation in seconds afterward.
That combination maps well to primary care. Consult-style Q&A is useful when the physician needs a quick, focused clinical answer during a busy clinic block. Differential Diagnosis matters when an apparently routine follow-up turns into a broader symptom evaluation. Assessment and Plan drafting matters because many PCP visits live or die on whether the clinician can turn a complex discussion into a clean plan that staff and patients can actually execute.
How that maps to a primary care day
Before the visit, chart summarization can shorten the time spent digging through older notes, prior results, and problem-list context. During the visit, ambient capture lowers manual typing while keeping the physician in the conversation. If the case becomes diagnostically broad, Consult, Differential Diagnosis, and Deep Reasoning provide a way to stay in the same workspace instead of jumping between a scribe tool and a separate clinical reference flow.
After the visit, the useful outputs are the ones that help the team move fast: Clinic Note or Progress Note drafting, Assessment and Plan, Patient Handout, and other concise summaries that make the next step clear. That matters in primary care because the note is not only for compliance. It is also the source document staff use for follow-up tasks, the explanation patients rely on once they get home, and the record the physician will revisit at the next encounter.
Clinician-reviewed EHR workflow
For EHR-connected workflows, the safest way to evaluate Glass is to be explicit about the clinical workflow. Glass supports SMART on FHIR-based workflow integration and EHR-pulled patient context for supported environments. Confirm current availability, patient-context needs, and setup details directly with Glass.
That precision matters because it sets the right expectations for rollout. Buyers should evaluate Glass as a workflow that brings patient context into Glass, supports summarization and clinical reasoning, and helps draft documentation that the clinician can review and finalize within the existing process. If Epic matters for your clinic, see the Glass Epic integration page.
How to enable Glass in a primary care clinic
A good primary care pilot usually starts with a narrow workflow and expands only after clinicians trust the outputs.
- Pick a small set of visit types first.
Hypertension follow-up, diabetes follow-up, preventive visits, and common acute complaints are good early pilots because they show whether the tool can handle both routine and mixed-complexity outpatient work.
- Choose the outputs you actually need every day.
In most clinics, that means some mix of Chart Summarization, Clinic Note or Progress Note drafting, Assessment and Plan, Patient Handout, and Consult-style Q&A.
- Review the integration model up front.
Confirm the chart-context workflow and clinician review path so the clinical team, IT, and compliance stakeholders all understand how the workflow fits into the EHR environment.
- Measure workflow fit, not just note quality.
The best pilot questions are practical ones: Did pre-visit review get faster? Did the physician need less cleanup after the encounter? Were patient instructions clearer? Did the clinician use Consult or Differential Diagnosis during visits that widened beyond the scheduled complaint?
That is the lens that matters for primary care. The goal is not simply to produce a better note. The goal is to make the whole clinic day easier to run.
Pricing comparison across solo-primary care and group deployments
Price matters, but in primary care the better question is cost per useful workflow. A low monthly price is less meaningful if the clinician still spends time reconstructing the visit, hunting through the chart, or writing patient instructions from scratch.
| Product | Public pricing cited | Notes for primary care buyers |
|---|---|---|
| Glass Health | Lite: free; Starter: $20/month; Pro: $90/month; Max: $200/month | See Glass pricing for current plan details. |
| Heidi | See vendor for current pricing | Review current commercial terms directly with Heidi. |
| Freed | See vendor for current plan details | Freed has a Family Medicine specialty page and a pricing page. |
| Twofold | Published pricing on vendor site | Compare current plans directly on Twofold’s pricing page. |
| Sunoh | Starting at $149/user/month | Sunoh publishes pricing and a family-practice-specific page. |
| Medwriter | See vendor for current pricing | Confirm current commercial terms directly with Medwriter. |
For a solo PCP or small practice, start by defining the outputs you will actually use every day. If you want chart summarization, note drafting, assessment and plan help, patient-facing handouts, and clinical Q&A in the same place, that should shape the shortlist before price does.
For a primary care group or IPA, consistency matters as much as subscription cost. Evaluate how quickly new clinicians can adopt the workflow, whether the outputs are reusable by support staff, and whether the product fits the organization’s review process.
For a health-system primary-care service line, separate licensing from implementation. With Glass, the implementation discussion should center on patient context, the clinician review process, and how the workflow fits the supported EHR environment.
Primary CTA: Start free Glass account Secondary CTA: Primary-care group pricing
FAQs
What is the best AI scribe for primary care in 2026?
In this article’s ordering, Glass is placed first for teams that want ambient documentation and clinical decision support in one workflow. Heidi, Freed, Twofold, Sunoh, and Medwriter also make the shortlist because they publish specialty pages that are relevant to primary care buyers.
What does Glass do for primary care clinicians?
Glass Health includes ambient scribing, consult Q&A, differential diagnosis, assessment & plan drafting, chart summarization, patient handouts, clinic-note drafting, and progress-note drafting. That combination fits common outpatient needs before, during, and after the visit.
Does Glass combine ambient documentation and clinical decision support?
Yes. Glass Health includes ambient scribing alongside Consult, Differential Diagnosis, Assessment and Plan, and Deep Reasoning, so documentation help and clinical reasoning support can live in the same workflow.
What documentation outputs do we support?
Glass Health supports Clinic Note, H&P Note, Progress Note, Discharge Summary, Discharge Instructions, Patient Handout, Assessment and Plan, and Chart Summarization, along with Consult and Differential Diagnosis.
How does Glass connect to the EHR?
Glass supports SMART on FHIR-based integration and EHR-pulled patient context for supported environments. Confirm current setup details directly with Glass.
How should primary-care teams review EHR setup?
Start with the supported EHR environment, patient-context needs, security review, clinician review workflow, and the visit types that matter most to the pilot.
How should primary-care teams handle athenahealth rollout?
Plan the rollout as a direct SMART on FHIR review with Glass and your EHR administrators, then validate the workflow in a narrow primary-care pilot.
What are your pricing tiers?
Glass pricing lists Lite at free, Starter at $20/month, Pro at $90/month, and Max at $200/month.
How should a primary care clinic pilot Glass?
Start with a small set of common visit types, choose the outputs you need most often, confirm the EHR workflow up front, and measure workflow fit across chart review, note drafting, patient instructions, and clinical reasoning support.