| What it does | Run structured AI debates, pitch reviews, focus groups, audience simulations and idea tournaments with inspectable transcripts and reports
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| Stage | MVP
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| Key features | - Decision stress-test with opposing agents and convergence recommendation
- Judged debate with neutral arbiter scoring
- Expert panel with key insights without verdict
- Focus group with moderated discussion guide and verified quotes
- Idea tournament with bracket and kill cards
- TribeMind synthetic audience with opinion tracking
- Shark Tank pitch panel with cross-examination
- Interview simulator for testing guides on simulated participants
- MultiFormat workflow chaining multiple formats together
- Support for major AI models including Anthropic, OpenAI, Google Gemini, and others
| - AI-powered app building through natural language conversation
- Integrated database and authentication
- Managed hosting across 12 AWS regions
- MCP (Model Context Protocol) support for multiple AI agents
- Automation flows and workflows
- Real-time features and search
- Data export to CSV and import from CSV
- Multi-user collaboration with role-based access
- GraphQL API for programmatic access
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| What makes it different | - Structured protocol determines turn order, not model inference
- Each participant has separate briefs and private context
- Persistent transcripts preserved turn by turn
- Human steering mid-discussion without restarting
- Multiple dissenting AI perspectives instead of single framing
| - One integrated workspace replaces six separate services
- Production-ready apps, not prototypes to throw away
- No infrastructure management required
- Works with any MCP-compatible AI agent you already use
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 4 ● no change since last check | 37 ● no change since last check |
| Trust Flow (Majestic) | 0 | 10 |
| Citation Flow (Majestic) | 11 | 29 |
| Referring domains (Majestic) | 1 | 50 |