Short answer
- Technical and entity fixes are usually picked up within days to a few weeks.
- A measurable rise in how often you are named typically takes two to six months.
- Crowded categories take longer; specialised ones can move fast.
- Judge progress on a fixed prompt set, month over month.
Weeks 1–4: foundations
Crawler access, indexing, company-facts pages and structured data. Bing and Google can pick these up within days; engines that search live can use them almost immediately.
Months 2–3: pages and sources
New category pages and buyer guides get indexed and start appearing as citations. First third-party listings go live.
Months 3–6: share of answers
This is when the share of fixed prompts that name you usually changes measurably. In a specialised category with few strong competitor sites, it can be faster; in sheet masks, where several competitors publish strong pages, expect the longer end.
How to measure without fooling yourself
- Fix the prompt set before starting and never change it to flatter results.
- Test several phrasings per category.
- Record date, engine and full answer every time.
- Report the share of answers that name you, and your average position.
BG-STD-001 Evidence & Architecture Matrix
How BeautyGEO Structures How long does GEO take to work? 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 Dimension | Typical Unstructured Beauty Website | BeautyGEO Architecture (BG-STD-001) | Verifiable Buyer & Retrieval Impact |
|---|---|---|---|
| AI Ecosystem Scope | Traditional keyword pages only; unparsed by LLM RAG retrieval | 6 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 Evidence | Key specifications locked inside PDF brochures or image banners | Plain-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 records | 20-signal technical readiness audited prior to publishing |
| Machine-Readable Entity Graph | Missing or conflicting JSON-LD schema; no clean Markdown mirror | Synchronized Organization, Service, FAQPage JSON-LD + /llms.txt corpus & 1:1 .md mirrors | Consistent entity resolution across web search and LLM grounding |
| Published Commercial Terms | Opaque 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/yr | Free 4-AI snapshot in 3 business days; paid 30-prompt audit in 5 business days |
