AEO Hub

Vista Cheng

https://vistacheng.com/ · website

77/100
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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/

Languages: 日本語 · English · 中文

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

content15 pts
technical40 pts
structured23 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 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.

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🤖 How each AI understands this entity

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Your AI Entry Preview

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# 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