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ntnu.edu.tw

Name: AI agentic readiness audit of ntnu.edu.tw
Creator: MarkosWeb
License: https://www.markosweb.com/methodology/

研究發展處

AI Agentic Readiness

5 / 25

agentic checks passed
33% readiness - how well this site can be read, trusted and transacted with by AI agents

Last checked
18 Jun 2026

ntnu.edu.tw is a recent arrival online and was last seen online in 2026, passing 5 of 25 agentic-readiness checks (33%). It runs on nginx over HTTPS.

For AI agents, ntnu.edu.tw's strongest signals are fully indexable pages, a visually stable layout, a lightweight page, and agent-friendly tables and lists. Approximately 1842 DOM nodes - consider simplifying.

Its main gaps are text that is hard for agents to extract, no canonical URL, sparse entity coverage, and few clear definitions. The weakest area is Structured data; addressing it first would raise this score the most.

Agent interaction

~Semantic HTML5 & AccessibilityMissing lang attribute on <html> tag

~Clean, Crawlable HTMLLimited semantic HTML5 usage

✗Extraction Friction ScoreAverage sentence length: 224.3 words - too long for AI snippets

✓Indexability & Snippet EligibilityPages are indexable and snippet-eligible - the precondition for Google AI features is met

✓Layout Stability & Responsiveness20/20 images lack explicit width/height - the most common cause of layout shift (CLS)

✗Canonical URL StrategyNo canonical URL tag found

✓Page Speed: Page SizeApproximately 1842 DOM nodes - consider simplifying

~Page Speed: Load Blockers19 render-blocking script(s) in <head>

Machine extraction

✓Table & List ExtractabilityMeaningful comparison table found (3+ columns × 3+ rows)

✓Sentence AtomicityAverage 50% atomic sentences across 1 pages (target 40%+)

✗Entity DensityAverage entity density 2.1% across 1 pages (target >15%)

✗Definition PatternsNo definition patterns found

✗Answer Capsule Pattern0/1 H2 sections have 15-30 word self-contained capsules (0%)

Structured data

✗Schema.org Structured DataNo JSON-LD structured data found across homepage

✗Schema Coverage & DepthNo JSON-LD found - cannot assess schema coverage

✗Speakable SchemaNo JSON-LD found across homepage - cannot assess speakable schema

AI discovery

?llms.txt FileNot assessed

?robots.txt for AI CrawlersNot assessed

?Sitemap CompletenessNot assessed

?RSS/Atom FeedNot assessed

✗Internationalization SignalsHTML lang attribute "zh_tw" is not a valid BCP-47 code

?Content Licensing & AI PermissionsNot assessed

Trust & transparency

✗Entity Authority & E-E-A-TNo Organization schema to reinforce entity identity

✗Creator TransparencyCreator visibility is weak on content-like pages

~Methodology TransparencyLittle content-production or review transparency is visible

~AI Assistance DisclosureNo AI-assistance disclosure found on sampled pages (neutral - the engine cannot tell whether AI was used)

✗Visible Date SignalNo visible date signals found across homepage (no <time> elements, no JSON-LD dates, no article meta dates)

~Title & Meta Quality1/1 titles are shorter than 10 or longer than 70 characters

✗Content Freshness SignalsNo JSON-LD date properties (datePublished/dateModified) found across homepage

✗Author & Expert SchemaNo Person schema found across homepage

Every check is a verifiable fact about ntnu.edu.tw's live pages. Scoring follows Google Lighthouse agentic-browsing: a fraction of concrete checks, not an invented 0-100.

How to improve for AI agents

The highest-impact changes to make ntnu.edu.tw more agent-ready, in priority order.

1 Strengthen entity authority (NAP) critical impact medium effort

Make ntnu.edu.tw's name, address and phone consistent and add Organization schema to anchor its identity.

2 Add content freshness signals critical impact medium effort

Refresh and re-date ntnu.edu.tw's key pages so agents see it as maintained.

3 Add definition-style content critical impact medium effort

Add clear "X is ..." definitions on ntnu.edu.tw so agents can lift direct answers.

4 Add JSON-LD structured data critical impact medium effort

Mark up ntnu.edu.tw's homepage with Schema.org JSON-LD (Organization, WebSite) an agent can read as facts.

Historical snapshot

From MarkosWeb's own measurement archive, recorded at an earlier check - data no other directory holds.

Estimated domain worth$824,974

Health score39.66%

Indexed pages695,951

Backlinks on record861,125

Homepage links23 internal · 56 external

Homepage snapshots31

Hosting thenNational Taiwan Normal University

Trust & legitimacy signals

·Web presenceunder 1 year

·Currently activeno - the site did not respond

✓Secure (HTTPS)yes

✓Identifiable technologynginx

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Agentic readiness for ntnu.edu.tw last checked 18 Jun 2026. Machine-readable: JSON. Method: methodology.