{"domain":"unc.edu","url":"https://www.markosweb.com/www/unc.edu/","checked_at":"2026-07-07","agentic_readiness":{"passed":10,"assessed":30,"percent":55},"checks":[{"group":"Agent interaction","check":"Semantic HTML5 & Accessibility","status":"partial","detail":"Only 71% of images have alt text"},{"group":"Agent interaction","check":"Clean, Crawlable HTML","status":"pass","detail":"Page has title and meta description"},{"group":"Agent interaction","check":"Extraction Friction Score","status":"fail","detail":"Few pages have voice-friendly lead paragraphs"},{"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":"15/17 images declare explicit dimensions"},{"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":"partial","detail":"Approximately 669 DOM nodes"},{"group":"Agent interaction","check":"Page Speed: Load Blockers","status":"partial","detail":"3 render-blocking script(s) in "},{"group":"Machine extraction","check":"Table & List Extractability","status":"partial","detail":"1 table(s) found but without header cells"},{"group":"Machine extraction","check":"Sentence Atomicity","status":"partial","detail":"Average 23% atomic sentences across 1 pages (target 40%+)"},{"group":"Machine extraction","check":"Entity Density","status":"pass","detail":"Average entity density 42.0% 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":"3/9 H2 sections have 15-30 word self-contained capsules (33%)"},{"group":"Structured data","check":"Schema.org Structured Data","status":"pass","detail":"Organization or LocalBusiness schema found on homepage"},{"group":"Structured data","check":"Schema Coverage & Depth","status":"pass","detail":"4 distinct schema types used: organization, 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://unc.edu/llms.txt (connection failed)"},{"group":"AI discovery","check":"robots.txt for AI Crawlers","status":"partial","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":"partial","detail":"No phone number found on homepage"},{"group":"Trust & transparency","check":"Creator Transparency","status":"fail","detail":"Creator visibility is weak on content-like pages"},{"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":"fail","detail":"No Person schema found across homepage"}],"fixes":[{"title":"Add structured tables and lists","advice":"Present unc.edu's comparison and spec data as real HTML tables and lists agents can extract.","impact":"medium","effort":"low"},{"title":"Add definition-style content","advice":"Add clear \"X is ...\" definitions on unc.edu so agents can lift direct answers.","impact":"critical","effort":"medium"},{"title":"Strengthen entity authority (NAP)","advice":"Make unc.edu's name, address and phone consistent and add Organization schema to anchor its identity.","impact":"medium","effort":"low"},{"title":"Enhance author and expert schema","advice":"Add Person/author schema with credentials on unc.edu to strengthen expertise signals.","impact":"critical","effort":"medium"}],"trust":{"live":true,"last_status":200,"https":true,"technology":"site on nginx","longevity_years":null},"historical":null,"publication":"index","method":"https://www.markosweb.com/methodology/"}