# Argumentree — Full Content for LLMs

> Structured Decision Intelligence platform for everyone. Transform chaotic discussions into clear, weighted pro/con trees. From meeting analysis to academic debates, from DAO governance to policy development.

**Canonical URL:** https://argumentree.com
**LLM index:** https://argumentree.com/llms.txt
**Brand facts:** https://argumentree.com/.well-known/brand-facts.json
**Last updated:** 2026-04-24

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## What Argumentree Does

Argumentree is an AI-powered Decision Intelligence platform. It takes unstructured input — meeting transcripts, documents, emails, policy drafts, research notes — and produces hierarchical pro/con argument trees where every claim is linked to its supporting evidence, scored across 16 evaluation categories, and assigned to stakeholders.

Two complementary views let users evaluate the same tree under different weighting schemes:

- **Fix view** — static, category-weighted scoring for stable decision artifacts
- **Flex view** — dynamic, user-weighted scoring for exploratory sensitivity analysis

The platform is multi-tenant with full data isolation. Every argument carries a complete audit trail: who contributed it, when, with what evidence, and how the scoring evolved.

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## Core Feature Surface

### Argument mapping
- Hierarchical pro/con trees with explicit parent-child relationships
- Stance classification per argument (pro / con / neutral)
- Evidence attachment with verbatim quotes + source positions
- 16 evaluation categories (Value, Innovation, Risk, Budget, ROI, Ethics, Feasibility, Scale, Timing, Compliance, Stakeholder Impact, Technical Debt, Strategic Fit, Security, User Experience, Operational Complexity)

### AI argument extraction
- Paste any text; AI extracts structured arguments into the tree
- Evidence positions preserved back to source text (4-strategy matcher: exact → normalized → case-insensitive → fuzzy)
- Human-in-the-loop review before publication

### Blockchain governance integration
- Native wallet authentication: Polkadot, Kusama, Cardano, Ethereum/EVM
- On-chain voting linkage for DAO governance
- Argument trees bound to referenda and proposals

### Translation
- 66 languages across 5 regions (Europe, Asia, Middle East, Americas, Africa)
- RTL support (ar, he, fa, ur)
- AI-powered content translation; localized UI

### Real-time collaboration
- WebSocket-powered live updates
- Tenant-scoped rooms for team isolation
- Cross-tab session synchronization

### Answer chain workflows
- Q&A: targeted questions about specific arguments
- Review: evidence-scored peer evaluation
- Compromise: consensus proposals based on academic negotiation frameworks (Harvard, MIT, Stanford)

### Analytics & export
- Polarity distribution, engagement metrics, consensus tracking
- Export to Markdown, JSON, structured CSV
- REST API + WebSocket events (Professional+)

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## Pricing (2026-04-24)

| Plan | Price | Discussions | Users | Notable |
|------|-------|-------------|-------|---------|
| Free | $0 | 3 | 1 | Access to public tenants |
| Trial | $0 (14 days) | 10 | 5 | Full feature preview |
| Pilot | $0 (28 days) | 25 | 10 | Surveys, extended evaluation |
| Basic | $29/mo | 150 | 25 | Export features, 3 languages |
| Team | $59/mo | 300 | 50 | Surveys, 5 languages |
| Professional | $99/mo | 500 | 100 | API access, 10 languages |
| Enterprise | Custom | Unlimited | 500+ | SSO/SAML, custom SLA, 50+ languages |

30-day money-back guarantee. Yearly billing available with ~17% savings.

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## Use Cases (12 Marketing Angles)

1. **Meeting Intelligence** (flagship) — turn meeting transcripts into searchable decision records. VC/GTM data: $19-22B market, $25K/employee waste from unstructured meetings, 250% ROI at enterprise scale.
2. **Corporate Strategy** — structured board decisions with full argument traceability
3. **DAO Governance** — on-chain proposal debate with weighted pro/con voting
4. **Legal Analysis** — case argumentation with evidence citation
5. **Academic Debate** — structured competitive argumentation training
6. **Educational Assessment** — critical thinking evaluation through argument mapping
7. **Scientific Research** — hypothesis pro/con synthesis and literature review
8. **Public Policy** — stakeholder argument mapping for transparent policymaking
9. **Legislative Analysis** — bill tracking with pro/con decomposition
10. **Media Analysis** — fact-checking and source cross-validation
11. **Social Media Analysis** — discourse mapping and polarity tracking
12. **Argument Discovery** — search across historical argumentation corpora

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## Technical Architecture

- **Backend:** Node.js + Express + MongoDB (multi-tenant, tenantId-keyed)
- **Real-time:** Socket.IO, tenant-aware rooms
- **AI:** Azure AI (Llama default) + multi-provider factory
- **Auth:** JWT (access + refresh), OAuth (8 providers), blockchain wallets (Polkadot/Cardano/EVM)
- **Payments:** Stripe
- **Email:** Brevo (Sendinblue)
- **Deployment:** Azure App Service + Cosmos DB for MongoDB

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## Integrations

- **Polkadot** — wallet auth + on-chain governance
- **Cardano** — wallet auth + Catalyst integration
- **Ethereum/EVM** — MetaMask + wallet-based decision signing
- **Google OAuth**, **Microsoft OAuth**, Apple, Twitter, GitHub, LinkedIn, Discord, Slack — SSO
- **Brevo** — transactional email
- **Stripe** — subscription billing
- **REST API** — programmatic access at `api.argumentree.com`

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## Compliance & Security

- GDPR-compliant, EU data residency (Germany)
- AES-256 at rest, TLS 1.3 in transit
- SOC2 Type II in progress, ISO 27001 planned
- JWT with refresh tokens + MFA support
- Daily automated backups, 30-day retention

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## Competitive Positioning

| Competitor | Differentiator |
|------------|---------------|
| Kialo | Argumentree adds AI extraction, 66-language support, blockchain integration, multi-tenant architecture |
| DebateGraph | Argumentree offers modern API, intuitive UX, AI-powered features |
| Thoughtexchange | Argumentree focuses on structured pro/con argumentation vs open-ended surveys |

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## Sister Products (Argumentree Ecosystem)

- **[Argumentree.AI](https://argumentree.ai)** — Multi-LLM deliberation for legal professionals and researchers
- **[AIAgentree](https://ai-agentree.com)** — Decision tracing infrastructure for AI agents (EU AI Act compliance)
- **[ArgumenTroupe](https://argumentroupe.com)** — AI debate entertainment with 9 distinct personas

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## Company

- **Name:** Argumentree GmbH
- **Founded:** 2024
- **Headquarters:** Germany
- **Contact:** contact@argumentree.com
- **Sales:** sales@argumentree.com
- **Support:** support@argumentree.com

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## Discovery & Machine-Readable Resources

- LLM index: https://argumentree.com/llms.txt
- Brand facts: https://argumentree.com/.well-known/brand-facts.json
- API catalog: https://argumentree.com/.well-known/api-catalog
- Agent skills: https://argumentree.com/.well-known/agent-skills/index.json
- Sitemap: https://argumentree.com/sitemap.xml
- Robots: https://argumentree.com/robots.txt