AEO Hub

Vista Cheng

https://vista.tw/ · website

95/100
🔮 Test AI visibility ⚔️ Compare 📊 Impact 📚 Generate Wikidata item 🔍 Google validate 🧪 Schema validate

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/vista-tw/

Languages： 日本語 · English · 中文

⬇️ Download .md Drop straight into ChatGPT / Claude — YAML frontmatter included

content15 pts
technical50 pts
structured31 pts

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 10/10
  • ✔ 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) 5/5
  • ✔ Structured data (any) 4/4 — 3 blocks
  • ✔ Social preview meta (OpenGraph) 3/3
  • ✔ FAQ structured data 3/3
  • ✘ 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 — 8/9 images have alt
  • ✔ Contact info completeness 3/3 — includes contactPoint / mailto / tel

Optimization Suggestions

⚙️ Eng (3)

[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] Crawl-delay alone isn't enough

Some AI crawlers ignore the crawl-delay directive.

Pair it with server-side rate limiting (nginx limit_req / CDN rate limit / app-layer throttling).
[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: 95/100 · scanned 2026-08-04
> Hosted by https://aeo-hub.nautilusai.co — original URL: https://vista.tw/

> Vista 的官方數位基地。這裡紀錄了關於 AI 實戰、寫作邏輯與系統思考的一切。

## Core pages
- [Homepage](https://vista.tw/)

## What this site is about
- **Person**: Vista Cheng — 資深技術作家、企業顧問與 AI 應用講師。專注於內容行銷、個人品牌與 AI 賦能。
- **WebSite**: Vista Cheng — Vista 的官方數位基地。這裡紀錄了關於 AI 實戰、寫作邏輯與系統思考的一切。
- **FAQPage**:

## Headlines
- 嗨，我是 Vista

## Key facts
- Name: Vista Cheng
- One-liner: Vista 的官方數位基地。這裡紀錄了關於 AI 實戰、寫作邏輯與系統思考的一切。
- URL: https://vista.tw/
- AEO score: 95/100
- Last verified: 2026-08-04