agentic checks passed 55% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
utulsa.edu is live and passes 11 of 30 agentic-readiness checks (55%). It runs on site on cloudflare over HTTPS.
For AI agents, utulsa.edu's strongest signals are tidy, crawlable markup, fully indexable pages, a clear canonical URL, and dense, entity-rich content. Average entity density 49.1% across 1 pages (target >15%).
Its main gaps are text that is hard for agents to extract, render-blocking resources, no structured tables or lists, and no self-contained answer passages. An agent can read utulsa.edu's content but has little machine-readable way to discover it - closing the AI discovery gap would be the fastest lift.
Agent interaction
~Semantic HTML5 & AccessibilityOnly 36% 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 & Responsiveness14/14 images lack explicit width/height - the most common cause of layout shift (CLS)
✓Canonical URL StrategySingle canonical tag present (no duplicates)
~Page Speed: Page SizeApproximately 1608 DOM nodes - consider simplifying
✗Page Speed: Load Blockers5 render-blocking script(s) in <head>
Machine extraction
✗Table & List ExtractabilityNo HTML tables found across homepage
~Sentence AtomicityAverage 35% atomic sentences across 1 pages (target 40%+)
✓Entity DensityAverage entity density 49.1% across 1 pages (target >15%)
✓Definition PatternsDefinition patterns appear early in page content - good for snippet extraction
✗Answer Capsule Pattern0/18 H2 sections have 15-30 word self-contained capsules (0%)
Structured data
✓Schema.org Structured DataOrganization or LocalBusiness schema found on homepage
✗Speakable SchemaNo SpeakableSpecification schema found across homepage
AI discovery
✗llms.txt FileNo llms.txt file found at https://utulsa.edu/llms.txt (connection failed)
~robots.txt for AI CrawlersNo explicit AI crawler rules in robots.txt
✓Sitemap CompletenessSitemap index found, indicating organized sitemap 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 SignaldateModified is recent (5 days ago) - freshness bonus applied
✓Title & Meta QualityTitles are present, unique, and well-sized, and pages carry meta descriptions
✓Content Freshness SignalsReferences to 2026 or 2025 found across homepage, suggesting recent updates
✗Author & Expert SchemaNo Person schema found across homepage
Every check is a verifiable fact about utulsa.edu'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 utulsa.edu more agent-ready, in priority order.
1 Add structured tables and lists critical impactmedium effort
Present utulsa.edu's comparison and spec data as real HTML tables and lists agents can extract.
2 Strengthen entity authority (NAP) medium impactlow effort
Make utulsa.edu's name, address and phone consistent and add Organization schema to anchor its identity.
3 Enhance author and expert schema critical impactmedium effort
Add Person/author schema with credentials on utulsa.edu to strengthen expertise signals.
4 Add ai.txt and content licensing critical impactlow effort
State AI-use permissions for utulsa.edu (an ai.txt or licensing note) so agents know what they may use.
Trust & legitimacy signals
✓Currently activeyes (HTTP 200)
✓Secure (HTTPS)yes
✓Identifiable technologysite on cloudflare
Show your score
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Agentic readiness for utulsa.edu last checked . Machine-readable: JSON. Method: methodology.
