{"domain":"mmu.edu.my","url":"https://www.markosweb.com/www/mmu.edu.my/","checked_at":"2026-07-07","agentic_readiness":{"passed":11,"assessed":30,"percent":50},"checks":[{"group":"Agent interaction","check":"Semantic HTML5 & Accessibility","status":"fail","detail":"Only 42% of images have alt text"},{"group":"Agent interaction","check":"Clean, Crawlable HTML","status":"partial","detail":"No H1 tag(s) found (0)"},{"group":"Agent interaction","check":"Extraction Friction Score","status":"fail","detail":"Average sentence length: 32.2 words - slightly long"},{"group":"Agent interaction","check":"Indexability & Snippet Eligibility","status":"pass","detail":"Pages are indexable and snippet-eligible - the precondition for Google AI features is met"},{"group":"Agent interaction","check":"Layout Stability & Responsiveness","status":"pass","detail":"23/25 images lack explicit width/height - the most common cause of layout shift (CLS)"},{"group":"Agent interaction","check":"Canonical URL Strategy","status":"pass","detail":"Single canonical tag present (no duplicates)"},{"group":"Agent interaction","check":"Page Speed: Page Size","status":"pass","detail":"Lightweight document structure"},{"group":"Agent interaction","check":"Page Speed: Load Blockers","status":"partial","detail":"6 render-blocking script(s) in "},{"group":"Machine extraction","check":"Table & List Extractability","status":"fail","detail":"No HTML tables found across homepage"},{"group":"Machine extraction","check":"Sentence Atomicity","status":"pass","detail":"Average 50% atomic sentences across 1 pages (target 40%+)"},{"group":"Machine extraction","check":"Entity Density","status":"pass","detail":"Average entity density 74.1% across 1 pages (target >15%)"},{"group":"Machine extraction","check":"Definition Patterns","status":"fail","detail":"No definition patterns found"},{"group":"Machine extraction","check":"Answer Capsule Pattern","status":"partial","detail":"1/3 H2 sections have 15-30 word self-contained capsules (33%)"},{"group":"Structured data","check":"Schema.org Structured Data","status":"pass","detail":"Schema types found: webpage, website, breadcrumblist"},{"group":"Structured data","check":"Schema Coverage & Depth","status":"pass","detail":"3 distinct schema types used: webpage, website, breadcrumblist"},{"group":"Structured data","check":"Speakable Schema","status":"fail","detail":"No SpeakableSpecification schema found across homepage"},{"group":"AI discovery","check":"llms.txt File","status":"fail","detail":"No llms.txt file found at https://mmu.edu.my/llms.txt (connection failed)"},{"group":"AI discovery","check":"robots.txt for AI Crawlers","status":"fail","detail":"No explicit AI crawler rules in robots.txt"},{"group":"AI discovery","check":"Sitemap Completeness","status":"pass","detail":"Sitemap index found, indicating organized sitemap structure"},{"group":"AI discovery","check":"RSS/Atom Feed","status":"fail","detail":"RSS/Atom feed link tag found in homepage "},{"group":"AI discovery","check":"Internationalization Signals","status":"fail","detail":"No hreflang alternate links found"},{"group":"AI discovery","check":"Content Licensing & AI Permissions","status":"fail","detail":"No ai.txt file found"},{"group":"Trust & transparency","check":"Entity Authority & E-E-A-T","status":"fail","detail":"No Organization schema to reinforce entity identity"},{"group":"Trust & transparency","check":"Creator Transparency","status":"partial","detail":"Visible authorship is present on some content but inconsistent"},{"group":"Trust & transparency","check":"Methodology Transparency","status":"partial","detail":"Little content-production or review transparency is visible"},{"group":"Trust & transparency","check":"AI Assistance Disclosure","status":"partial","detail":"No AI-assistance disclosure found on sampled pages (neutral - the engine cannot tell whether AI was used)"},{"group":"Trust & transparency","check":"Visible Date Signal","status":"fail","detail":"Only machine-readable date signals were found; users still do not see a visible published or updated date"},{"group":"Trust & transparency","check":"Title & Meta Quality","status":"pass","detail":"Titles are present, unique, and well-sized, and pages carry meta descriptions"},{"group":"Trust & transparency","check":"Content Freshness Signals","status":"pass","detail":"References to 2026 or 2025 found across homepage, suggesting recent updates"},{"group":"Trust & transparency","check":"Author & Expert Schema","status":"partial","detail":"No Person schema found across homepage"}],"fixes":[{"title":"Add structured tables and lists","advice":"Present mmu.edu.my's comparison and spec data as real HTML tables and lists agents can extract.","impact":"critical","effort":"medium"},{"title":"Strengthen entity authority (NAP)","advice":"Make mmu.edu.my's name, address and phone consistent and add Organization schema to anchor its identity.","impact":"critical","effort":"medium"},{"title":"Add definition-style content","advice":"Add clear \"X is ...\" definitions on mmu.edu.my so agents can lift direct answers.","impact":"critical","effort":"medium"},{"title":"Add ai.txt and content licensing","advice":"State AI-use permissions for mmu.edu.my (an ai.txt or licensing note) so agents know what they may use.","impact":"critical","effort":"low"}],"trust":{"live":true,"last_status":200,"https":true,"technology":"wordpress on Apache","longevity_years":null},"historical":{"domain":"mmu.edu.my","as_of":"2020-08-08","seo_headline":"Welcome to Multimedia University","seo_keywords":"apply online, international students, current students, graduate research, business plan, cost of living, postgraduate studies, financial assistance, distance education, undergraduate courses","indexed_pages":46710,"backlinks":54226,"homepage_links_internal":62,"homepage_links_external":41,"snapshots":29,"domain_worth_usd":276947,"health_score_pct":52.25,"web_server":null,"hosting_provider":"University Multimedia","ip":null,"ip_country":null,"registrar":null,"name_servers":["ns3.mmu.edu.my","ns4.mmu.edu.my"],"domain_age_text":null},"publication":"index","method":"https://www.markosweb.com/methodology/"}