CoChat vs Scribing.io
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
CoChat compared with Scribing.io
| Detail | 
CoChat | 
Scribing.io |
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| What it does | AI research workspace that verifies every source
| AI medical scribe and clinical assistant that automates medical documentation and patient logistics for healthcare providers
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| Stage | Startup
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| Founded | 2025
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| Based in | Not given
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| Pricing model | Freemium
| Freemium
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| Pricing | Free: Unlimited messages with free models, access to Basic Models, real-time collaboration, side-by-side model comparison, 3 file uploads per day, 10 citation verifications, 10 GB Zotero Storage. Starter: $9 per month includes everything in Free plus Premium Models, 5x higher usage, 20 file uploads
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| Key features | - Search 200M+ academic papers
- Verify citations against CrossRef and Semantic Scholar
- Real-time collaboration with advisors and co-authors
- Compare responses from multiple AI models
- 250+ integrations with research tools
- Automated research workflows
- Generate literature review tables
- Create flashcards and study materials
- PRISMA diagram generation
- Cloud workspace to run code
| - Real-time clinical note generation from patient conversations
- Multi-party diarization to distinguish patient, caregiver, and clinician voices
- Specialty-aware note generation for cardiology, psychiatry, neurology, and pediatrics
- ICD-10 and CPT code suggestions in real time
- AI Medical Receptionist for answering patient calls
- AI Smart Scheduler for appointment management
- Direct EHR integration with 100% done-for-you setup
- HIPAA-compliant with AES-256 encryption and SOC 2 Type II
- Telehealth and video visit support
- Longitudinal patient context preservation across visits
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| What makes it different | - Verifies every citation against academic databases instead of guessing
- Addresses the citation problem where 1 in 4 citations misrepresent their source
- Built on Open WebUI, the most widely used open-source AI interface
- Real-time team collaboration in the same AI workspace
- Cross-reference AI model outputs to catch hallucinations
| - 97.4% clinical accuracy rate using frontier LLMs
- Notes finalize in under 90 seconds without 24-hour delays
- Built by clinicians specifically for medical workflows, not adapted from general chatbots
- Medical-lexicon integrity that avoids confusion between similar-sounding drugs
- $3200+ revenue recovery per provider per month
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| Free plan | Not given
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| Open source | Not given
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| Platforms | Not given
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| Public API | Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 11 ▼ −23 (down) since last check | 26 ● no change since last check |
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| Trust Flow (Majestic) | 7 | 7 |
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| Citation Flow (Majestic) | 28 | 26 |
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| Referring domains (Majestic) | 123 | 77 |
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4 details filled in for both companies.
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