ClinicFrame vs Manifest: Features, Pricing & Which Is Better (2026)
A side-by-side comparison of ClinicFrame and Manifest — features, pricing, and ideal use cases — to help you decide which AI tool fits your workflow.
ClinicFrame
ClinicFrame
Ambient AI medical scribe that transcribes visits in real time and delivers a structured SOAP note within seconds.
Key features
- Ambient Voice Capture: Runs on the clinician's laptop and records the patient visit in real time without requiring extra hardware, in person or on telehealth.
- Specialty-Trained Transcription: Reaches 96% transcription accuracy across 15+ medical specialties using models trained on specialty-specific clinical language.
- Structured Note Generation: Produces SOAP notes for medicine and DAP/BIRP notes for behavioral health seconds after the visit ends, plus configurable custom templates.
- EHR Copy-In: Notes can be pasted into Epic, Athenahealth, Cerner and Healthie in under 30 seconds, so it slots into existing charting workflows.
- HIPAA-Aware Handling: Audio is discarded after the note is generated and a signed Business Associate Agreement is available on request.
- Flat Monthly Pricing: Priced per clinician per month with no per-hour surcharges, replacing traditional human scribing services.
Best for
- Primary Care Documentation: A family physician sees back-to-back patients and finishes the day with SOAP notes already drafted, cutting after-hours charting time.
- Behavioral Health Notes: A therapist runs 50-minute sessions and gets DAP or BIRP notes generated automatically instead of writing them up between clients.
- Telehealth Visits: A remote clinician on a video call has the conversation transcribed and structured without a separate device or human scribe on the line.
- Multi-Specialty Clinics: A clinic covering cardiology, dermatology and psychiatry gets specialty-appropriate note formatting from a single tool.
- Scribe Cost Reduction: A practice that has been paying hourly for human scribes switches to a flat monthly software subscription.
Manifest
Omfang
API that turns any webpage into a structured JSON action manifest — every button, form, and input an AI agent can use, with required fields spelled out.
Key features
- URL-to-Action Manifest: A single POST call turns any page into a JSON manifest of buttons, forms, and inputs with descriptions and required flags.
- Accessibility-Tree Grounding: Reads the page the way a screen reader does, so labels and roles come from semantic signals instead of guessed CSS.
- DOM Cross-Referencing: Augments the accessibility tree with input types, required fields, placeholders, and disabled states pulled from the live DOM.
- Redesign-Resilient Selectors: No hand-maintained CSS paths — Manifest re-derives the action set per request so page redesigns don't break your agent.
- Structured Navigation Extraction: Returns the page's navigation links alongside actions so agents can plan multi-step flows across a site.
- Developer-First API: Simple REST endpoint, live playground, and docs designed for teams building browser-using AI agents.
Best for
- Agent Web Task Execution: Give an autonomous agent a machine-readable list of what it can actually do on any given URL before it acts.
- Automation Without Brittle Scrapers: Replace hand-written selectors with a resilient action layer that survives page redesigns.
- Form-Filling and Sign-Up Automation: Let agents discover required fields, input types, and validation constraints before submitting a form.
- Multi-Site Workflow Orchestration: Compose flows that span vendor portals, SaaS dashboards, and public sites using a consistent action schema.
- QA and UI Auditing: Snapshot a page's interactive surface as structured data to compare across releases or audit accessibility gaps.