Architecture · Zero-Orphan 1-Click Hub

Complete BeautyGEO Site Directory & Global Knowledge Hubs

Every English, Chinese, Russian, Korean, Japanese, Arabic, French, German, Spanish, and Portuguese page, benchmark dataset, and AI corpus feed on beautygeo.com — organized at Click Depth 1 for human procurement teams and AI retrieval crawlers.

Core Practice Hubs, Supply-Chain Verticals & Multilingual Editions

1. Core BeautyGEO Programmes & Live Tools

Home · What is Beauty GEO? (BG-STD-001) · GEO for Beauty Brands · GEO for Cosmetics Supply Chain · Inbound China AI Visibility · China AI for Global Brands · China AI for Global Suppliers · Free 4-AI Snapshot & $499 Audit · 20-Signal AI Readiness Self-Check · Live 4-Engine AI Radar · How It Works (90-Day Deliverables) · Published Pricing & Credit Terms · White-Label Agency Partners · 16 Beauty GEO Agencies Compared · Our Own AI Scoreboard · Beauty Industry AI Index · OmniIndex Methodology · September 2026 Pilot Index · Case Studies · Yanse Cosmetics Case Study · Measurement Methodology · Editorial Policy · Beauty GEO Glossary · Press Kit · About & Company Facts · Contact Guangzhou Desk.

2. Brand Segments, Supply-Chain Verticals, Trade Shows & Regions

Consumer Brand Hubs: Skincare & Dermocosmetics · Sun Care & SPF · Color Cosmetics & Makeup · Haircare & Scalp · Fragrance · Body Care & Deodorant · Beauty Devices & LED Tools · Men's Grooming & Oral Care · Nutricosmetics & Ingestible Beauty · C-Beauty, K-Beauty & J-Beauty Going Global.

6 Cosmetics Supply-Chain Verticals: All 6 Supply-Chain Verticals · Cosmetics OEM/ODM Contract Manufacturing · Cosmetic Packaging, Airless & PCR · Active Ingredients, Peptides & INCI · Fragrance Houses & Aroma · Machinery, Filling Lines & Cleanrooms · Testing Labs, MoCRA, CPNP & EAC Certification.

Global Trade-Show & Regional Hubs: Beauty Trade-Show AI Playbooks · Cosmoprof Worldwide Bologna · Cosmoprof Asia Hong Kong · Beautyworld Middle East Dubai · in-cosmetics Global & Asia · Regional Sourcing Hubs · USA Brands & Labs · United Kingdom · European Heritage & Clean Beauty · France & Italy Prestige OEM · South Korea K-Beauty ODM · Japan J-Beauty OEM · Middle East & GCC · Southeast Asia & ASEAN · Latin America · Chinese Export Manufacturers.

3. AI Answer Engine Guides & 9 Multilingual Regional Hubs

AI Engine Playbooks: AI Engines Overview · ChatGPT · ChatGPT Shopping · Amazon Rufus · Alibaba Accio AI · Perplexity · Google Gemini & AI Overviews · Anthropic Claude · Microsoft Copilot · xAI Grok · Chinese AI Engines (Doubao, DeepSeek, Kimi, Yuanbao, ERNIE, Qwen).

Multilingual Hubs: Русский (OEM Китай, Упаковка, Сырьё INCI, ЕАС, YandexGPT, Бренды, InterCHARM, Индекс, Кейсы, Цены, Контакты) · 한국어 (브랜드, 제조·원료, 가격·문의) · 日本語 (ブランド, OEM・原料, 料金・相談) · العربية (العلامات, المصانع, الأسعار) · Français (Marques, Fournisseurs, Tarifs) · Deutsch (Marken, Hersteller, Preise) · Español (Marcas, Fabricantes, Precios) · Português (Marcas, Fornecedores, Preços).

4. Machine-Readable AI Corpus & Open Feeds

llms.txt · llms-full.txt · llms-zh.txt · llms-ru.txt · ai-knowledge-graph.json · sitemap.xml · sitemap_index.xml · feed.xml (WebSub) · urllist.txt.

BG-STD-001 Evidence & Architecture Matrix

How BeautyGEO Structures Complete BeautyGEO Site Directory & Global Knowledge Hubs for AI Retrieval

AI answer engines cite beauty brands and cosmetics supply-chain companies whose product, clinical, manufacturing, and regulatory facts are machine-readable and cross-verified.

Evaluation DimensionTypical Unstructured Beauty WebsiteBeautyGEO Architecture (BG-STD-001)Verifiable Buyer & Retrieval Impact
AI Ecosystem ScopeTraditional keyword pages only; unparsed by LLM RAG retrieval6 Overseas AI (ChatGPT, Perplexity, Gemini & AI Overviews, Claude, Copilot, Grok) + 6 Chinese AI (Doubao, DeepSeek, Yuanbao, Kimi, ERNIE, Qwen) + Shopping & Regional AI (Amazon Rufus, Accio AI, Yandex Alice, Naver Cue:)Addresses the 69% of beauty AI citations otherwise captured by third-party directories (OmniIndex, CC BY 4.0)
Technical & Regulatory EvidenceKey specifications locked inside PDF brochures or image bannersPlain-text HTML INCI concentrations, clinical study summaries, MOQ & lead-time matrices, US FDA MoCRA, EU EC 1223/2009 CPNP, ISO 22716 / GMPC, ISO/IEC 17025, EAEU TR CU 009/2011 & China NMPA records20-signal technical readiness audited prior to publishing
Machine-Readable Entity GraphMissing or conflicting JSON-LD schema; no clean Markdown mirrorSynchronized Organization, Service, FAQPage JSON-LD + /llms.txt corpus & 1:1 .md mirrorsConsistent entity resolution across web search and LLM grounding
Published Commercial TermsOpaque custom retainers with no beauty regulatory fluency$499 (¥2,980) 30-Prompt Paid Audit (100% credited within 60 days) · Brand GEO $1,500–$6,000/mo · Supplier 8-Module Programmes $5,200–$14,800/yrFree 4-AI snapshot in 3 business days; paid 30-prompt audit in 5 business days

Frequently asked questions

How does BeautyGEO structure Complete BeautyGEO Site Directory & Global Knowledge Hubs for AI answer engines?
BeautyGEO translates verifiable product, formulation, manufacturing, and regulatory evidence — plain-text HTML INCI concentrations, clinical study parameters, MOQ/lead-time tables, regulatory filings (US FDA MoCRA, EU EC 1223/2009 CPNP, ISO 22716/GMPC, ISO/IEC 17025, EAEU TR CU 009/2011, China NMPA), Schema.org JSON-LD entity graphs, and Markdown mirrors — so AI engines can retrieve and verify facts without relying on PDFs.
What are the turnaround times and commercial terms for an initial AI visibility audit?
Qualified beauty brands and supply-chain companies can request a complimentary 4-engine AI visibility snapshot (3–5 buyer prompts with unedited screenshots, delivered within 3 business days) or order the 30-prompt Paid AI Visibility Audit ($499 USD / ¥2,980 CNY, delivered within 5 business days, 100% credited toward any monthly or annual retainer signed within 60 days). BeautyGEO does not guarantee specific AI rankings.
Which global, regional, and shopping AI platforms does BeautyGEO cover?
BeautyGEO covers 12 core global and Chinese AI engines — 6 Overseas (ChatGPT, Perplexity, Google Gemini & AI Overviews, Claude, Microsoft Copilot, Grok) and 6 Chinese (Doubao, DeepSeek, Tencent Yuanbao, Kimi, Baidu ERNIE, Alibaba Qwen) — alongside AI commerce & regional sovereign assistants including Amazon Rufus, Alibaba Accio AI, Yandex Alice/GigaChat, Naver Cue:, Yahoo! Japan AI, Mistral Le Chat, and Jais/ALLaM.
Free AI Visibility Snapshot · 3 Business Days

When people ask AI what to buy, be the beauty name it recommends.

Tell us what you sell, make or supply. We test frontier AI engines with real shopper and buyer prompts and send you the raw, unedited answers within 3 business days.

Direct Advisory Desk · WhatsApp, Email & WeChat
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BeautyGEO Advisory Desk WeChat QR Code WeChat QR · Click to Enlarge
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Connect directly with our beauty brand & cosmetics supply-chain GEO specialists via WhatsApp, email, or WeChat — or submit the 2-field form on the right for a complimentary 4-AI visibility snapshot within 3 business days.

  • 4 Frontier AI Platforms Tested3–5 representative buyer prompts tested on ChatGPT, Perplexity, Claude, and Gemini.
  • 100% Unedited Raw CitationsReceive actual unedited AI response text and see which competitors are currently recommended.
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Benchmark your brand, factory or supply business across ChatGPT, Perplexity, Claude & Gemini. Unedited answers within 3 business days.

✅ Verified Client Proof: Our Guangzhou packaging & OEM partner sites already capture direct 5,000–10,000 pcs B2B RFQs from US & Australian beauty founders clicking straight out of ChatGPT (utm_source=chatgpt.com) & Perplexity.
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