DeepSeek
DeepSeek (Hangzhou)Chat appWeb search
Beauty GEO · Brands & supply chain
When anyone in beauty asks AI what to buy, be the name it recommends.
Shoppers ask ChatGPT which serum to buy. Brand founders ask it which factory, packaging maker or ingredient supplier to use. BeautyGEO is a generative engine optimization (GEO) agency that works only in beauty — for brands and for the supply chain behind them — in the US, Europe, Korea and China, and we publish dated test summaries, including the misses.
Buyer-style prompt (verbatim)
“Recommend generative engine optimization (GEO) agencies that specialize in the beauty and cosmetics supply chain (OEM factories, packaging, ingredients). Include agency names and websites.”
What the AI answered
“The strongest specialist match is BeautyGEO, which explicitly focuses on AI visibility for beauty brands and the supply chain — including OEM/ODM factories, packaging manufacturers, ingredient suppliers…”Perplexity (Sonar, web search on), 2026-10-16. Excerpt, unedited.
ChatGPT (web search): describes BeautyGEO correctly — 2026-10-16Doubao, DeepSeek, Yuanbao: not yet — 2026-10-16
One answer on one date — AI answers change between runs. We re-test a fixed prompt set every month and publish the misses too: our public scoreboard.
Check whether AI names your company →94%
of business buyers use AI in their buying process (Forrester, State of Business Buying 2026; ~18,000 buyers)
3–5 Names
Target supplier shortlist requested per procurement prompt in our benchmark
4 engines
Tested live on every radar run: ChatGPT, Perplexity, Gemini and Claude
3 Days
business days — target delivery turnaround for your verified visibility snapshot once scope is confirmed
Beauty GEO, both sides of the industry
One industry, two kinds of buyer. We work for both.
01
For beauty brands
Skincare, makeup, haircare, body care and fragrance. Be the product AI recommends — with claims-safe facts, ingredient answers and consistent retailer listings.
GEO for brands
02
For beauty suppliers
OEM/ODM, packaging, ingredients, fragrance, equipment and testing. Be the supplier AI shortlists — with verifiable MOQ, certifications and compliance facts.
GEO for suppliers
03
What is Beauty GEO?
Generative engine optimization built for beauty: regulated claims, ingredient-level questions, skin and hair fit, and a deep supply chain.
Read the definition
Flagship Growth Practice: GEO for Consumer Beauty Brands
We help DTC, Sephora/Ulta/Amazon retail, and international cross-border beauty brands capture top-3 AI recommendations across 6 Western and 6 Chinese AI engines.
Skincare & Dermocosmetics
Full HTML INCI, active concentrations (ceramides, peptides, retinoids), skin-type fit and US MoCRA / EU 655/2013 claims-safe copy.
GEO for skincare
Sun Care & Body
SPF/PA broad-spectrum filters, zero-white-cast finish and market-specific OTC vs. cosmetic versions stated unambiguously.
GEO for sun care
Makeup & Complexion
Shade range, undertone matrix, wear-time evidence and non-comedogenic facts in machine-readable HTML text — not just swatch images.
GEO for makeup
Haircare & Scalp
Sulfate-free surfactants, bond-repair & scalp microbiome facts, curl-pattern fit and cosmetic-safe efficacy claims.
GEO for haircare
Fine Fragrance & Home
Top/heart/base note pyramids, EDP/Extrait concentration, longevity, occasion fit and current IFRA allergen disclosures.
GEO for fragrance
K-Beauty, C-Beauty & China Entry
Global English AI shelf visibility for Asian beauty brands — plus Inbound China AI (DeepSeek, Doubao, Kimi) for global brands entering China.
Cross-border brand GEO
Why Beauty Brand GEO is the #1 high-growth channel: As paid search CPCs ($8–$18) and social ROAS tighten, shoppers ask ChatGPT, Gemini, Perplexity, Doubao and DeepSeek directly which serum, sunscreen or foundation to buy. See our open benchmark of 79 consumer brands across 120 AI slots: 2026 Beauty AI Shelf Index → · Explore Brand GEO programmes ($1,500–$6,000/mo) →
B2B procurement intelligenceZero-click AI search
Why most beauty OEM/ODM suppliers are missing from AI sourcing shortlists
94%of business buyers use AI during their buying process — then validate the output against trusted sources such as peers, experts and analysts.Forrester, State of Business Buying, 2026 · Buyers' Journey Survey of nearly 18,000 global business buyers
For a supplier that means two jobs:
- Be named in the AI answer — clear, consistent company facts AI can extract.
- Be confirmed by the sources buyers check next — an independent citation trail.
In our multi-engine tests, suppliers missing either one are often left out of AI shortlists.
Buyers changed how they search. Most supplier websites did not.
In our beauty manufacturing benchmark, AI answers typically present a shortlist of 3–5 names. The question is whether your factory is structured to be included.
How suppliers are found todayWhat most supplier websites still assume
What gets a supplier namedWhat AI engines can verify
Buyers ask an AI for five names before they ever open a marketplace
DiscoveryUnambiguous company facts — the same name, factory, MOQ and certifications everywhere
Your marketplace listing competes with thousands of near-identical ones — and the citation goes to the platform
PagesPages that answer the prompt — category pages, sourcing guides, FAQs written answer-first
Specs and certificates sit in static PDFs and images that AI crawlers struggle to extract reliably
EvidenceVerifiable evidence — audits, test standards and capacity stated as structured data
Trade shows cost a fortune, and buyers verify you with AI afterwards anyway
ConfirmationA third-party trail — directories, listings and media that confirm what your site says
Before and after. What AI can read about a supplier.
Most factories believe their website is working. When we test them against the same checks AI search crawlers and answer engines rely on, the gap is usually large.
Unoptimized Facility · Typical Baseline
<35 /100
Entity Obscurity · Omitted from AI Buyer Shortlists
ChatGPT & Perplexity CitationZero Direct Citations (Competitors Named)
Server-Side HTML & Spec TablesJS-Blocked / Specs Hidden in Images
MOQ & Certification ParsingTrapped in Static PDFs / Unstructured Text
Buyer Prompt RetrievalUncited Across Core Categories
Citation Authority TrailNo Third-Party Structured Backing
BeautyGEO Optimized Facility · Target Benchmark
85+ /100
Verified B2B Entity · Structured Citation Footprint
ChatGPT & Perplexity CitationCitable in Top Recommendations ✅
Server-Side HTML & Spec TablesClean Crawl-Ready HTML + Spec Tables ✅
MOQ & Certification ParsingSchema.org Organization & LocalBusiness Live ✅
Buyer Prompt RetrievalConsistent Citations on High-Intent RFQs
Citation Authority TrailCross-Referenced Trade Directory Corpus
Illustrative comparison: a typical unoptimized baseline versus the target state we work toward. It is not a specific client's result, and no score or AI position is guaranteed.
The BeautyGEO Ecosystem. Four integrated products.
From an interactive AI supplier benchmark snapshot to enterprise-grade knowledge graph infrastructure, we turn your manufacturing strength into AI-verifiable citations.
01
Beauty Industry AI Index
Which companies ChatGPT and Perplexity recommend across 8 beauty segments — 40 fixed buyer prompts, 80 raw answers, cited sources and open data.
See the index
02
Free checks
A 10-second website readiness check, a live AI radar test, and a free answer snapshot from our team within 3 business days.
Start free
03
Machine-readable company facts
Your verified company facts as structured data: Schema.org entity markup, crawlable HTML evidence pages, a clean sitemap and an optional llms.txt summary — the facts AI search crawlers index and cite.
How it works
04
Monthly GEO work
Monthly re-tests on the same buyer prompts, new answer pages and evidence, and a report showing which AI engines name you — no ranking promises.
See pricing
How we score AI readiness. 100 points, published weights.
AI engines do not guess: they evaluate entities, structured evidence, and verification trails. Our 5-dimension scoring model measures your exact competitive posture before writing a single line.
20%
AI recognition
Does AI know your legal identity, factory location and manufacturing scope?
20%
Product & formula understanding
Does it understand your SKUs, INCI, MOQ thresholds and packaging specs?
20%
Authority & verification
Can it cross-check filings, ISO 22716/GMP credentials and lab data?
25%
Recommendation visibility
How often you appear in the top 3 across fixed buyer prompts.
15%
Global trade readiness
English specs, MoCRA/CPNP readiness and an international citation trail.
Weights total 100. Benchmarked across six AI engines: ChatGPT, Perplexity, Gemini, Claude, Copilot and Grok.
Built for beauty. Nothing else.
Beauty buyers ask AI in the language of the trade — MOQ, INCI, ISO 22716, MoCRA, airless, PCR — and shoppers ask in the language of skin, hair and ingredients. We write in both. Beauty brands start here →
01
OEM / ODM factories
Skincare, color cosmetics, acne patches, masks, private label. Be named when brands ask AI for a low-MOQ, compliant manufacturer.
Explore
02
Packaging makers
Airless, pumps, tubes, glass, PCR and mono-material packs. Win the prompts that ask by material, MOQ and certification.
Explore
03
Ingredient suppliers
Peptides, collagen, ferments, botanicals, functional chemicals. Formulators query AI by INCI and evidence — be citable.
Explore
04
Fragrance houses
Fine fragrance, functional fragrance and aroma ingredients. Compliance (IFRA) and application fit decide the shortlist.
Explore
05
Machinery, equipment & cleanrooms
Filling lines, homogenizers, labelers and GMP cleanrooms. High-ticket, spec-driven prompts where detail wins.
Explore
06
Testing & certification labs
Safety, efficacy, stability and market compliance (MoCRA, CPNP, NMPA). Buyers ask AI which labs they can trust.
Explore
Six AI engines. Six different ways of finding suppliers.
A page that ChatGPT quotes can be invisible to Perplexity. We test all six, because your buyers do not all use the same one.
ChatGPT
OpenAIOAI-SearchBotPartner search
Shows only sites its crawler can reach.
Perplexity
Perplexity AIPerplexityBotMany sources
Quoted hard numbers such as MOQ in our tests.
Gemini
GoogleGooglebotGoogle Search
No index, no AI Overview citation.
Claude
AnthropicClaude-SearchBotBrave Search
Brave's index matters.
Microsoft Copilot
MicrosoftBingIndexNow
Bing Webmaster Tools get pages seen fast.
Grok
xAIWeb searchX search
A consistent presence on X helps.
Live proof, including the misses
Real answers captured through the official APIs with web search enabled. Yanse Cosmetics, a company affiliated with BeautyGEO (disclosed), was the first factory we tested this method on.
View the data table
| Category | AI engine | Date | #1 recommended | #2 – #5 | Affiliated company |
|---|---|---|---|---|---|
| Oil blotting paper (private label) | ChatGPT | 2026-09-26 | Yanse Cosmeticsaffiliated | Yally Cosmetics Beaza Biotechnology Hiyori Advanced Labelworx | Yanse Cosmetics · #1 |
| Oil blotting paper (private label) | Perplexity | 2026-09-26 | Yanse Cosmeticsaffiliated | Ningbo Riway Nonwovens Taiki Cosmetics Guangzhou Amos Biotech Yiwu Beissy Cosmetic Tools | Yanse Cosmetics · #1 |
| Hydrocolloid acne patches (low MOQ) | ChatGPT | 2026-09-21 | Yanse Cosmeticsaffiliated | Veilta Skincraftlab ClearPatch B2B (Alps Cosmetics) DUNXIN Cosmetics | Yanse Cosmetics · #1 |
| Hydrocolloid acne patches (low MOQ) | ChatGPT | 2026-09-26 | Peakfinity Labs | Skincraftlab ClearPatch B2B (Alps Cosmetics) DUNXIN Cosmetics Singfoo Cosmetics | not listed |
| Hydrocolloid acne patches (low MOQ) | Perplexity | 2026-09-26 | Yanse Cosmeticsaffiliated | Ningbo Dingjusheng Biotechnology Shenzhen Chuangshixin Adhesive Shenzhen Yuehang Biotechnology CALLA Skincare | Yanse Cosmetics · #1 |
| Sheet masks (China OEM, low MOQ) | ChatGPT | 2026-09-26 | Skincraftlab | Qianlan Cosmetics MoCelie Yanse Cosmeticsaffiliated Baiyur Beauty | Yanse Cosmetics · #4 |
| Sheet masks (China OEM, low MOQ) | Perplexity | 2026-09-26 | Skincraftlab | Guangzhou Moika Cosmetics Guangzhou Hefu Biotechnology Guangzhou Aixin Biotech Guangzhou Hanfang | not listed |
Across the 7 answers above, Yanse Cosmetics was named 5 times and ranked first 4 times. It was not listed when ChatGPT was asked a slightly different acne-patch prompt on 26 September, or when Perplexity was asked about sheet masks. That is what AI visibility actually looks like — and why we measure it every month. Read the case study →
Wherever you sell from. Wherever your buyers ask.
AI engines answer in the buyer's language and market. We build the facts, pages and third-party trail for the markets you actually sell into.
US
United States suppliers
Contract manufacturers, private-label labs and packaging suppliers selling to US brands — with MoCRA facility and product facts made easy for AI to verify.
GEO for US suppliers
EU · UK
Europe & UK suppliers
Ingredient houses, packaging and testing labs whose buyers ask AI about EU 1223/2009, CPNP, ISO 22716 and sustainability claims.
GEO for EU & UK suppliers
KR
Korean OEM/ODM
K-beauty manufacturers competing for global brand briefs in English-language AI answers, not just Korean search.
GEO for Korean suppliers
CN
Chinese exporters
Guangzhou, Shanghai and Zhejiang factories selling to overseas brands. We work with your team in Chinese and publish for buyers in English.
GEO for Chinese suppliers
How it works
01
Baseline
We fix 30 real buyer prompts for your category and record what six AI engines answer today — who is named, in what order, citing which pages.
02
Entity
We make the facts about your company unambiguous: legal name, factory, certifications, MOQ, capacity, markets — the same everywhere.
03
Evidence
Specs, audits and certificates move out of PDFs and images into structured, verifiable web pages with schema markup.
04
Answers
We publish the pages buyers' prompts actually need: category pages, comparison and sourcing guides, FAQs — in English, answer-first.
05
Sources
We build the third-party trail AI engines cross-check: directories, industry listings, LinkedIn, trade media.
06
Re-test
Every month the same prompts are re-run. You see the answers, not just a score — and what we change next.
Four stages, on both sides of beauty
Brands and suppliers follow the same four stages — diagnose, build foundation, scale with flagship, or lock in category monopoly — with published prices at every step.
Beauty brandsSkincare, makeup, hair, body, fragrance
Beauty suppliersOEM/ODM, packaging, ingredients, labs
Brand AI Visibility Audit$499one-off · 30–50 prompts · 100% credited
AI Visibility & Sourcing Audit$499one-off · 30–50 prompts · 100% credited
Brand GEO$1,500per month · up to 20 products · 6 engines
Supplier Foundation$5,200per year · or $520/month · 6 AIs + 0% fee Ads
Brand GEO + Digital PR$3,000per month · up to 50 products · 2 PR stories/mo + exclusivity
Full-Funnel Growth Flagship$9,800per year · or $980/mo · 10 AIs + 5k Cold Emails + LinkedIn
Brand Enterprise & Multi-Market$6,000per month · 150+ SKUs · US/EU/UK/China AI + 4 PR stories/mo
Global Category Monopoly$14,800per year · Top-3 category exclusivity + 12 AIs + 10k Cold Emails
Four clear tiers on both sides: diagnose with a $499 credited audit, build your foundation, scale with our flagship full-funnel / PR programme, or lock in multi-market category monopoly.
Why beauty companies choose BeautyGEO
Beauty only — both sides
Brands and the factories, packaging and ingredient suppliers behind them, so every page uses the right ingredients, claims, specs and standards.
Prompts you can re-run
Our public studies show exact prompts, dates and result summaries, with the limits of each sample.
Twelve engines, global + China
Six global AIs (ChatGPT, Perplexity, Gemini, Claude, Copilot, Grok) plus six Chinese AIs (Doubao, DeepSeek, Yuanbao, Kimi, ERNIE, Qwen).
On the ground in Guangzhou
Home to 1,857 licensed cosmetics manufacturers — about 30% of China's total (Guangzhou government, 2025).
8-module full-funnel execution
Multilingual sites, AI entity engineering, 0%-fee Google Ads, SEO, 3,000–10,000 buyer cold emails and LinkedIn executive operations.
Transparent 4-tier pricing
A $499 audit (100% credited); supplier retainers $5,200–$14,800/yr; brand programmes $1,500–$6,000/mo. See pricing →
We hold ourselves to the same test
Our own AI visibility
Prompt-by-prompt summaries of our 26 September API baseline and separate 10 October web check, including misses. Different surfaces are not a comparable trend line.
See the scoreboard
GEO agencies compared
Beauty GEO agencies compared on the same public criteria — including us, with disclosure.
Compare
GEO & AIGEO glossary
31 terms defined in one or two sentences, from share of answers to MoCRA.
Read
Frequently asked questions
What is generative engine optimization (GEO)?
GEO is the work of making AI answer engines — ChatGPT, Perplexity, Gemini, Claude, Copilot, Grok — find, understand, trust and cite your company when someone asks a question you should be the answer to. It overlaps with SEO but is judged differently: an AI answer quotes facts and names suppliers, it does not just rank links.
Can you guarantee my company will be ranked #1 by ChatGPT?
No, and nobody honestly can. AI answers change with wording, model version and time; our own published data shows the same factory ranked first for one prompt and absent for a close variant. What we commit to is a rigorous, transparent optimization process and verified tracking of how often you are named across a fixed set of buyer prompts, providing raw transcripts and monthly audit records.
Which AI engines do you cover?
Our overseas service scope covers ChatGPT, Google Gemini, Microsoft Copilot, Perplexity, Claude and Grok. Each report identifies the actual platform, consumer or API surface, mode, date and completed sample; unavailable runs remain untested. Google AI Overviews and AI Mode are separate Google Search observations. Published historical pilots do not establish current six-platform coverage. See our measurement methodology for the evidence standard.
What is Beauty GEO?
Beauty GEO is generative engine optimization for the beauty industry: getting beauty brands, and the factories, packaging and ingredient suppliers behind them, found, verified and recommended by AI assistants. BeautyGEO works only in beauty. Read the definition.
Do you work with beauty brands or only with suppliers?
Both. We work with skincare, makeup, haircare, body-care and fragrance brands (GEO for beauty brands) and with OEM/ODM factories, packaging makers, ingredient suppliers, fragrance houses, equipment makers and testing labs (GEO for beauty suppliers).
Do you only work with Chinese companies?
No. We work with beauty companies anywhere that sell internationally — in the US, Europe and the UK, Korea, Southeast Asia and China. We are based in Guangzhou, the largest cosmetics manufacturing cluster in China, and work in both English and Chinese.
How is this different from SEO?
SEO earns a ranked link; GEO earns a mention inside the answer. The overlap is real — Google's AI features and ChatGPT's web answers both depend on pages being indexed — but GEO puts far more weight on unambiguous company facts, verifiable evidence and pages that answer a buyer's question directly. See our GEO vs SEO guide.
How long until results show?
Technical and entity fixes are usually picked up within days to a few weeks. A measurable change in how often you are named typically takes two to six months, depending on how contested your category is. We report monthly from the first baseline.
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.
- 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.
- Commercial Privacy & Data ProtectionClient confidentiality strictly protected. Mutual NDA available upon enterprise request prior to data exchange.