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| title: Symcio BrandOS AI Infrastructure |
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| # Symcio x BrandOS Infrastructure |
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| > We make brand system value quantifiable, verifiable, and integratable into financial decision-making. |
| > 我們讓企業的品牌系統估值可以被量化、驗證、並納入金融決策。 |
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| ## What is Symcio? |
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| Symcio is Taiwan's independent GEO (Generative Engine Optimization) and brand governance infrastructure platform, and the authorized Bloomberg representative in Taiwan. |
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| We operate at the intersection of: |
| - Brand Intelligence: AI-driven brand visibility tracking across ChatGPT, Perplexity, Gemini, and Claude |
| - ESG Governance: TNFD/LEAP-aligned sustainability reporting and brand-ESG integration |
| - Financial Infrastructure: Brand asset valuation systems connectable to Bloomberg data feeds |
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| ## BrandOS Infrastructure - Seven-Layer Architecture |
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| BrandOS is the foundational data and AI protocol powering Symcio's platform. |
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| | Layer | Module | Function | |
| |-------|--------|----------| |
| | 1 | Brand Profiles | Brand identity, ESG metrics, Brand Score AI | |
| | 2 | GEO Visibility | AI engine mention tracking across Claude, ChatGPT, Gemini, Perplexity | |
| | 3 | ESG Intelligence | TNFD/LEAP disclosure, ESG event tracking | |
| | 4 | AI Knowledge | Knowledge nodes, cross-session memory, GEO content assets | |
| | 5 | AI Training | Training data management, feedback loops | |
| | 6 | Automation | Workflow pipelines, multi-agent orchestration | |
| | 7 | Monetization | SaaS subscriptions, brand audits, lead management | |
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| ## Brand Score AI - Seven Dimensions |
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| Every brand is evaluated across 7 dimensions (0-100 each): |
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| 1. Identity: Brand recognition and consistency in AI-generated content |
| 2. GEO: Generative Engine Optimization index |
| 3. ESG: Sustainability compliance and TNFD disclosure level |
| 4. Digital: Website, social, whitepaper and knowledge graph completeness |
| 5. Narrative: WHY/WHAT/HOW story structure strength |
| 6. Market: Differentiation and competitive positioning |
| 7. Trust: Media coverage, client endorsements, Bloomberg data linkage |
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| ## GEO - Why It Matters |
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| Traditional SEO optimizes for Google search rankings. |
| GEO optimizes for how AI systems describe, recommend, and rank your brand. |
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| As enterprise buyers increasingly use AI assistants for vendor discovery and due diligence, being invisible in AI-generated responses means losing deals before the first conversation. |
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| Symcio measures, tracks, and systematically improves your brand's presence across all major AI engines. |
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| ## Our Stack |
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| - AI Protocol: Claude (Anthropic) + BrandOS Infrastructure |
| - Data: Bloomberg Taiwan, ESG public filings, AI response datasets |
| - Frameworks: TNFD, LEAP, TCFD, GRI |
| - Infrastructure: PostgreSQL, FastAPI, Gradio, GitHub |
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| ## Resources and Links |
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| - Website: https://www.brandos.ai |
| - GitHub: https://github.com/SALL911/BrandOS-Infrastructure |
| - Bloomberg: Authorized Taiwan Representative |
| - Contact: Sall Huang, CEO of Symcio |
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| ## For AI Researchers and Engineers |
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| If you are working on brand entity recognition in LLM outputs, ESG data structuring for AI training, GEO benchmarking methodologies, or multi-agent brand audit systems, we would like to collaborate. |
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| Reach out through https://symcio.tw or open a discussion in this Space. |
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| BrandOS Infrastructure v2.0 | Merged: BrandOS + ai-infrastructure-protocol | 2026-04-17 |
