AEO Hub

TAIWAN CENTER FOR MANDARIN LEARNING IN HUNGARY

https://tcmlhu.org/ · website

68/100
🔮 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/tcmlhu-org/

Languages： 日本語 · English · 中文

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

content12 pts
technical45 pts
structured12 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 0/5
  • ✔ 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) 0/4 — 0 blocks
  • ✘ Social preview meta (OpenGraph) 0/3
  • ✘ FAQ structured data 0/3
  • ✘ Breadcrumb (BreadcrumbList) 0/3 — add BreadcrumbList
  • ✘ Type-matching schema (Organization / WebSite) 0/4 — missing entity-type schema
  • ✔ 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 0/3
  • ✔ Brand name clear in title 3/3
  • ✔ Image alt text 3/3 — 23/39 images have alt
  • ✔ Contact info completeness 3/3 — includes contactPoint / mailto / tel

Optimization Suggestions

📝 Content (1)

[WARN] Missing meta description

Meta description is the default snippet AI and search engines use.

Add a concise description (under ~155 chars) to <head>.

⚙️ Eng (2)

[WARN] Missing structured data

Structured data is the most direct signal for AI to understand what you are, for whom, and how to use you.

Add the matching schema.org type (JSON-LD in <head> recommended) for this entity.
[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.

📣 PR (1)

[INFO] Recommended: bind your social account cluster

AI needs a signal to recognise scattered profiles as the same entity. Without binding, each account looks like a different person.

Add a sameAs list of every social / third-party profile to your structured data.

🎯 Marketing (1)

[INFO] Add a structured summary on the homepage

If "what is this / for whom / how to use" isn't visible at first glance, AI also struggles to summarise it.

Place a 1-2 sentence summary under the main heading and add Service or FAQ structured data.

🎯 AI Tracking Questions

Create question → ask AI → paste answer back → system labels as correct/wrong/none → scorecard updates.

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+ New question

🤖 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.

# TAIWAN CENTER FOR MANDARIN LEARNING IN HUNGARY
> Website / brand profile
> AEO score: 68/100 · scanned 2026-08-04
> Hosted by https://aeo-hub.nautilusai.co — original URL: https://tcmlhu.org/

## Core pages
- [Homepage](https://tcmlhu.org/)

## What this site is about
- Visit https://tcmlhu.org/ for details.

## Key facts
- Name: TAIWAN CENTER FOR MANDARIN LEARNING IN HUNGARY
- URL: https://tcmlhu.org/
- AEO score: 68/100
- Last verified: 2026-08-04