agentic checks passed 35% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
moe.gov.my is live and passes 7 of 30 agentic-readiness checks (35%). It runs on wordpress over HTTPS.
For AI agents, moe.gov.my's strongest signals are tidy, crawlable markup, fully indexable pages, a lightweight page, and an efficient render path. Approximately 1281 DOM nodes - consider simplifying.
Its main gaps are text that is hard for agents to extract, no canonical URL, no structured tables or lists, and few clear definitions. The weakest area is Structured data; addressing it first would raise this score the most.
Agent interaction
~Semantic HTML5 & AccessibilityNo <main> or <article> landmark anywhere in the sample - AI browser agents cannot distinguish main content from navigation and chrome
✓Clean, Crawlable HTMLPage has title and meta description
✗Extraction Friction ScoreAverage sentence length: 36.6 words - too long for AI snippets
✓Indexability & Snippet EligibilityPages are indexable and snippet-eligible - the precondition for Google AI features is met
~Layout Stability & Responsiveness27/53 images lack explicit width/height - the most common cause of layout shift (CLS)
✗Canonical URL StrategyNo canonical URL tag found
✓Page Speed: Page SizeApproximately 1281 DOM nodes - consider simplifying
✗Speakable SchemaNo JSON-LD found across homepage - cannot assess speakable schema
AI discovery
✗llms.txt FileNo llms.txt file found at https://moe.gov.my/llms.txt (HTML page served (not a valid text file))
✗robots.txt for AI CrawlersNo explicit AI crawler rules in robots.txt
✗Sitemap Completenesssitemap.xml does not contain valid XML structure
✗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-TNo phone number found on homepage
✗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 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 moe.gov.my'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 moe.gov.my more agent-ready, in priority order.
1 Add structured tables and lists critical impactmedium effort
Present moe.gov.my's comparison and spec data as real HTML tables and lists agents can extract.
