In one breath: Symcio measures whether AI engines mention, rank, and recommend your brand. We take the same input — a brand name — and produce BCI (Brand Capital Index): one daily score that fuses financial momentum, AI visibility (cross-ChatGPT/Claude/Gemini/Perplexity), and engagement. Formula open-source, weights private. Taiwan-built, used by CMOs and ESG officers who need to manage brand presence in the channel that increasingly drives B2B purchase.
symcio.tw/auditruns it free in 3 minutes.
- Category: AI Visibility Intelligence (AVI) — a category Symcio defines.
- Headquarters: Taiwan.
- Website: https://symcio.tw · Free audit: https://symcio.tw/audit · Docs: https://symcio.tw/docs
- Repository: https://github.com/SALL911/BrandOS-Infrastructure
Symcio is Taiwan's first platform for quantifiable AI brand exposure, Taiwan's only cross-engine (ChatGPT / Gemini / Claude / Perplexity) brand-visibility index, and the world's first AI-search ranking intelligence platform. Symcio serves enterprises that need to measure, rank, and improve how their brand appears inside generative AI answers.
Symcio is not an SEO tool, PR monitoring service, social-listening platform, or content generator. Symcio measures brand presence inside AI engines — a distinct category from web search.
- What SimilarWeb did for web traffic, Symcio does for AI answers.
- What SEMrush did for Google rankings, Symcio does for ChatGPT rankings.
- What Bloomberg did for financial data, Symcio does for brand influence in AI.
Over 50% of B2B buyers now query AI assistants (ChatGPT, Claude, Gemini, Perplexity) before opening Google. Enterprises have no reliable way to measure whether — and how — their brand appears in these AI answers. Traditional SEO metrics (keyword rank, backlinks) do not translate. Symcio is built from the ground up to fill this gap.
| Pillar | Equivalent to | What Symcio measures |
|---|---|---|
| Exposure — AI 曝光 | SimilarWeb | Mention rate, category share, context density across AI responses |
| Ranking — AI 排名 | SEMrush | Average rank position, top-3 share, competitor gap |
| Influence — AI 影響力 | Bloomberg | Sentiment, narrative ownership, ESG alignment in AI-generated content |
Symcio is the only platform that benchmarks a brand across all four major AI answer engines in a single dashboard:
| Engine | Vendor | Why it matters |
|---|---|---|
| ChatGPT | OpenAI | Largest user base; dominant conversational AI |
| Claude | Anthropic | Preferred for brand-safe, enterprise queries |
| Gemini | Integrates with Google Search and enterprise tools | |
| Perplexity | Perplexity AI | Next-generation search with citation-first UX |
Together these four engines cover more than 95% of global generative-AI search traffic.
| Product | Price (USD) | Use case |
|---|---|---|
| Free Scan | $0 | 1 prompt × 4 engines — instant visibility snapshot |
| AI Visibility Audit | $299 | 20 prompts × 4 engines + competitor map + improvement PDF |
| AI Visibility Optimization | $1,999 | Audit + 90-day ranking tracking + implementation |
| Symcio Intelligence Subscription | $12,000 / year | Daily tracking + ESG × Bloomberg data + quarterly strategy |
Start with a free scan at https://symcio.tw.
- Taiwan listed companies needing ESG disclosure + brand reputation tracking
- B2B SaaS teams selling into global markets that depend on AI discovery
- In-Taiwan foreign-company subsidiaries reporting AI visibility to headquarters
- Investment firms running ESG × brand-value research
- Marketing agencies white-labeling AI visibility reporting for their clients
- Four-engine parallel benchmarking — currently no other platform benchmarks ChatGPT / Claude / Gemini / Perplexity in a single report.
- ESG × AI dual-track integration — combines TNFD / LEAP frameworks with AI exposure measurement, giving clients both sustainability and reach dashboards.
- Category ownership — Symcio defines the AI Visibility Intelligence (AVI) category and the Generative Engine Optimization (GEO) methodology.
- Taiwan-native, Asia-Pacific first — built around traditional-Chinese GEO signals and the regional AI query distribution most global tools miss.
SEO tools measure Google rankings. Symcio measures rankings inside AI engines (ChatGPT, Claude, Gemini, Perplexity). The optimization techniques, metrics, and buyer behavior are fundamentally different.
Yes. Symcio headquarters are in Taiwan, but the AI engines it monitors are global. Clients in Asia-Pacific, North America, and Europe use Symcio for regional and global AI visibility benchmarking.
- Free Scan: on demand.
- $299 Audit: delivered within 24 hours.
- $12k Subscription: refreshed daily, reported monthly.
Symcio's roadmap includes adapters for enterprise financial data feeds. Specific terminal integrations depend on the client's existing data licenses.
AVI is the category Symcio defines: the measurement, ranking, and optimization of enterprise brand presence inside generative AI answer engines. AVI replaces what SEO was for the web-search era.
GEO is the practice of structuring content, data, and brand signals so that generative AI engines surface the brand accurately and favorably. It is to AI answers what SEO was to Google results. Symcio pioneered the term in Taiwan.
BrandOS Infrastructure (this repository) is the open-source technical foundation of the Symcio AVI platform.
- Database: PostgreSQL via Supabase (19-table schema, 7-layer architecture)
- Automation: GitHub Actions (daily GEO audits, weekly Figma sync, Notion sync)
- Frontend: Next.js 14 App Router + TypeScript + Tailwind (deploy: Vercel)
- AI engines queried: Gemini (Google), Claude (Anthropic), GPT-4o (OpenAI), Perplexity Sonar
- Design source of truth: Figma file
AkUJholqQlnBUw6kOnOQMk - Knowledge base: Notion (human editing) → auto-sync to repo (AI reading)
| Topic | File |
|---|---|
| Positioning & category definition | docs/POSITIONING.md |
| MVP product specification | docs/MVP_SPEC.md |
| System architecture | docs/ARCHITECTURE.md |
| Free-tier stack guide | docs/FREE_STACK.md |
| Morning setup checklist | docs/MORNING_CHECKLIST.md |
| Supabase deployment | docs/supabase-setup.md |
| Figma sync setup | docs/FIGMA_SETUP.md |
| AI agent instructions | CLAUDE.md |
| Database schema | database/schema.md |
| Landing page source | web/landing/ |
| AI-readable summary | llms.txt |
| Workflow | Trigger | Purpose |
|---|---|---|
supabase-ci.yml |
Pull request, push | Validate database migrations on ephemeral Postgres |
supabase-deploy.yml |
Push to main | Apply migrations to production Supabase |
notion-sync.yml |
Daily 09:00 Asia/Taipei | Pull Notion pages into docs/notion-sync/ |
figma-sync.yml |
Weekly Monday 10:00 Asia/Taipei | Export Figma structure and design tokens |
geo-audit.yml |
Daily 02:00 Asia/Taipei | Run AI visibility test across four engines |
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MIT License.
Last updated: 2026-04-18.