agentic checks passed 47% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
mahidol.ac.th is live and passes 10 of 30 agentic-readiness checks (47%). It is served over HTTPS.
For AI agents, mahidol.ac.th's strongest signals are tidy, crawlable markup, fully indexable pages, a visually stable layout, and atomic, quotable sentences. 45/50 images declare explicit dimensions.
Its main gaps are text that is hard for agents to extract, no canonical URL, no structured tables or lists, and no self-contained answer passages. The weakest area is Structured data; addressing it first would raise this score the most.
Agent interaction
~Semantic HTML5 & AccessibilityOnly 22% 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
~Page Speed: Load Blockers17 blocking stylesheets in <head>
Machine extraction
✗Table & List ExtractabilityNo HTML tables found across homepage
✓Sentence AtomicityAverage 61% atomic sentences across 1 pages (target 40%+)
✓Entity DensityAverage entity density 43.6% across 1 pages (target >15%)
~Definition PatternsOnly 1 definition pattern(s) found
✗Answer Capsule Pattern0/7 H2 sections have 15-30 word self-contained capsules (0%)
Structured data
✗Schema.org Structured DataMissing Organization or LocalBusiness schema across homepage
✗Schema Coverage & DepthArticle schema missing or has fewer than 2 key properties
✗Speakable SchemaNo SpeakableSpecification schema found across homepage
AI discovery
✗llms.txt FileNo llms.txt file found at https://mahidol.ac.th/llms.txt (connection failed)
✗robots.txt for AI CrawlersNo explicit AI crawler rules in robots.txt
✓Sitemap Completeness500 URLs have lastmod dates
✗RSS/Atom FeedHomepage does not link to an RSS/Atom feed in <head>
✓Internationalization SignalsSelf-referencing hreflang present on homepage
✗Content Licensing & AI PermissionsNo ai.txt file found
Trust & transparency
✓Entity Authority & E-E-A-TSocial media / sameAs references found on homepage
✓Creator Transparency1/1 sampled pages provide clear visible creator attribution
~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 QualityTitles are present, unique, and well-sized, and pages carry meta descriptions
✗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 mahidol.ac.th'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 mahidol.ac.th more agent-ready, in priority order.
1 Add structured tables and lists critical impactmedium effort
Present mahidol.ac.th's comparison and spec data as real HTML tables and lists agents can extract.
