Dash vs CoChat
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Dash compared with CoChat
| Detail | 
Dash | 
CoChat |
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| What it does | AI teammate for Slack and Microsoft Teams that connects to 3,000+ tools and ships real work
| AI research workspace that verifies every source
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| Stage | Not given
| Startup
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| Founded | Not given
| 2025
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| Based in | US
| Not given
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| Pricing model | Freemium
| Freemium
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| Pricing | Free: $100 in credits with no credit card required. Team: $50/month for 20,000 credits. Enterprise: custom pricing available.
| 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 | - Connects to 3,000+ tools via one-click OAuth
- Workspace-isolated data with no model training
- Asks before mutating actions like sending emails or posting publicly
- Works in Slack, Microsoft Teams, and web
- Private chats scoped to individual users
- Generates reports and documents from connected data
- Teachable and repeatable workflows
- Reads data from multiple systems and provides single answer
| - 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
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| What makes it different | - Lives in your existing chat platform, no new app to learn
- One workspace plan with no per-seat fees
- Built for non-technical teams without SQL or formulas
- Unused credits roll over month to month
- Does actual work across connected systems, not just answers questions
| - 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
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| Free plan | Not given
| Not given
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| Open source | Not given
| Not given
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| Platforms | Not given
| Not given
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| Public API | Not given
| Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 18 ▼ −1 (down) since last check | 11 ▼ −23 (down) since last check |
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| Trust Flow (Majestic) | 11 | 7 |
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| Citation Flow (Majestic) | 30 | 28 |
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| Referring domains (Majestic) | 66 | 123 |
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5 details filled in for both companies.
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