Vista Cheng
https://vistacheng.com/ · website
Your AI Entry Link
Paste this link in your social bio, resume, QR code, business card, or email signature — AI uses it as your structured summary.
https://aeo-hub.nautilusai.co/ai/vistacheng-com/
⬇️ Download .md Drop straight into ChatGPT / Claude — YAML frontmatter included
Score Details
Technical
- ✔ AI bot policy declaration 10/10
- ✔ OpenAI crawler policy 5/5 — allowed
- ✔ Anthropic crawler policy 5/5 — allowed
- ✔ Google AI crawler policy 5/5 — allowed
- ✔ Other AI crawler policies 5/5 — allowed
- ✘ Sitemap 0/10
- ✔ Multi-level sitemap index 5/5
- ✔ Sitemap declared in robots 5/5
Structured Data
- ✔ AI summary file (llms.txt) 10/10
- ✘ AI full index (llms-full.txt) 0/5
- ✔ Structured data (any) 4/4 — 3 blocks
- ✔ Social preview meta (OpenGraph) 3/3
- ✘ FAQ structured data 0/3
- ✘ Breadcrumb (BreadcrumbList) 0/3 — add BreadcrumbList
- ✔ Type-matching schema (Organization / WebSite) 4/4 — tagged as Organization / WebSite
- ✔ Article schema (N/A) 2/2 — not an article type (website), skipped
- ✘ Bonus schema (HowTo / Review / Video / Service) 0/2 — can add HowTo/Review/VideoObject for bonus
Page Content
- ✔ Page title 3/3
- ✔ Meta description 3/3
- ✔ Brand name clear in title 3/3
- ✔ Image alt text 3/3 — 2/2 images have alt
- ✔ Contact info completeness 3/3 — includes contactPoint / mailto / tel
Optimization Suggestions
⚙️ Eng (2)
[WARN] AI crawler policies incomplete (3 missing)
Some major AI crawler families aren't explicitly allowed in your policy and may skip your content entirely.
Declare allow-rules for OpenAI, Anthropic, Google AI, Perplexity, and Apple AI families.
[INFO] Missing breadcrumb structured data
BreadcrumbList tells AI and Google your page hierarchy (home → category → content).
Add a BreadcrumbList JSON-LD in <head> with name + position + item per level.
🎯 AI Tracking Questions
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🤖 How each AI understands this entity
Whether this entity is a site, company, person, product, place, event, or social account, this card measures the same thing: how often each AI crawled you, mentioned you when asked, and got it right.
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Your AI Entry Preview
What AI sees when it reads your entry link.
# Vista Cheng > Website / brand profile > AEO score: 77/100 · scanned 2026-08-04 > Hosted by https://aeo-hub.nautilusai.co — original URL: https://vistacheng.com/ > 鄭緯筌 Vista Cheng 的個人品牌總入口。我幫助作者、品牌與企業,把寫作、知識與 AI 應用,組織成能持續產出影響力與商業成果的系統。三十年寫作年資、二十本出版著作、三年企業 AI 內容系統實戰。 ## Core pages - [Homepage](https://vistacheng.com/) ## What this site is about - **Person**: Vista Cheng — 臺灣資深作家、AI 內容系統顧問、一人公司實踐者。三十年寫作年資、二十本出版著作、三年企業 AI 內容系統實戰。 - **WebSite**: Vista Cheng — 鄭緯筌 Vista Cheng 的個人品牌總入口。我幫助作者、品牌與企業,把寫作、知識與 AI 應用,組織成能持續產出影響力與商業成果的系統。三十年寫作年資、二十本出版著作、三年企業 AI 內容系統實戰。 - **Organization**: Vista Writing Lab ## Headlines - Vista 鄭緯筌 ## Key facts - Name: Vista Cheng - One-liner: 鄭緯筌 Vista Cheng 的個人品牌總入口。我幫助作者、品牌與企業,把寫作、知識與 AI 應用,組織成能持續產出影響力與商業成果的系統。三十年寫作年資、二十本出版著作、三年企業 AI 內容系統實戰。 - URL: https://vistacheng.com/ - AEO score: 77/100 - Last verified: 2026-08-04