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99cef.org.tw
財團法人九九文教基金會 - 財團法人九九文教基金會
AI Agentic Readiness
8 / 30
agentic checks passed 43% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
99cef.org.tw is live and passes 8 of 30 agentic-readiness checks (43%). It runs on wordpress on cloudflare over HTTPS.
For AI agents, 99cef.org.tw's strongest signals are tidy, crawlable markup, fully indexable pages, a visually stable layout, and a clear canonical URL. 5 distinct schema types used: organization, article, webpage, website, person.
Its main gaps are thin semantic structure, text that is hard for agents to extract, a heavy page, and render-blocking resources. The weakest area is Machine extraction; addressing it first would raise this score the most.
Agent interaction
✗Semantic HTML5 & AccessibilityOnly 11% of images have alt text
✓Clean, Crawlable HTMLPage has title and meta description
✗Extraction Friction ScoreFew pages have voice-friendly lead paragraphs
✓Indexability & Snippet EligibilityPages are indexable and snippet-eligible - the precondition for Google AI features is met
✓Layout Stability & ResponsivenessViewport is configured and media declares dimensions - static layout-stability signals look good
✓Canonical URL StrategySingle canonical tag present (no duplicates)
✗Page Speed: Page Size191KB of inline CSS/JS across the document
✗Page Speed: Load Blockers20 blocking stylesheets in <head>
Machine extraction
✗Table & List ExtractabilityNo HTML tables found across homepage
✗Sentence AtomicityAverage 0% atomic sentences across 1 pages (target 40%+)
~Entity DensityAverage entity density 10.5% across 1 pages (target >15%)
✗Definition PatternsNo definition patterns found
✗Answer Capsule Pattern0/3 H2 sections have 15-30 word self-contained capsules (0%)
Structured data
✓Schema.org Structured DataArticle/FAQPage schema passes the required-property validity check
✗Speakable SchemaNo SpeakableSpecification schema found across homepage
AI discovery
✗llms.txt FileNo llms.txt file found at https://99cef.org.tw/llms.txt (connection failed)
~robots.txt for AI CrawlersNo explicit AI crawler rules in robots.txt
✗Sitemap CompletenessNo sitemap.xml found
✗RSS/Atom FeedRSS/Atom feed link tag found in homepage <head>
✗Internationalization SignalsNo hreflang alternate links found
✗Content Licensing & AI PermissionsNo ai.txt file found
Trust & transparency
~Entity Authority & E-E-A-TMultiple phone numbers found (13)
✗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 SignalOnly machine-readable date signals were found; users still do not see a visible published or updated date
✓Title & Meta Quality1/1 pages lack a usable meta description
✓Content Freshness SignalsReferences to 2026 or 2025 found across homepage, suggesting recent updates
✗Author & Expert SchemaNo visible author byline found across homepage
Every check is a verifiable fact about 99cef.org.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 99cef.org.tw more agent-ready, in priority order.
1 Add structured tables and lists critical impactmedium effort
Present 99cef.org.tw's comparison and spec data as real HTML tables and lists agents can extract.
