Welcome To UMBC - University Of Maryland, Baltimore County
AI Agentic Readiness
10 / 30
agentic checks passed 53% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
umbc.edu is live and passes 10 of 30 agentic-readiness checks (53%). It runs on wordpress on nginx over HTTPS.
For AI agents, umbc.edu's strongest signals are tidy, crawlable markup, fully indexable pages, a visually stable layout, and a clear canonical URL. Average entity density 41.7% across 1 pages (target >15%).
Its main gaps are a heavy page, render-blocking resources, no structured tables or lists, and few clear definitions. The weakest area is Trust & transparency; addressing it first would raise this score the most.
Agent interaction
~Semantic HTML5 & AccessibilityMissing lang attribute on <html> tag
✓Clean, Crawlable HTMLPage has title and meta description
~Extraction Friction ScoreHigh jargon density in opening content
✓Indexability & Snippet EligibilityPages are indexable and snippet-eligible - the precondition for Google AI features is met
✗Speakable SchemaNo SpeakableSpecification schema found across homepage
AI discovery
✗llms.txt FileNo llms.txt file found at https://umbc.edu/llms.txt (connection failed)
✓robots.txt for AI CrawlersSitemap URL referenced in robots.txt
✓Sitemap CompletenessSitemap index found, indicating organized sitemap structure
✗RSS/Atom FeedHomepage does not link to an RSS/Atom feed in <head>
✗Internationalization SignalsNo hreflang alternate links found
✗Content Licensing & AI PermissionsNo ai.txt file found
Trust & transparency
~Entity Authority & E-E-A-TMultiple phone numbers found (5)
✗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 SignalOnly machine-readable date signals were found; users still do not see a visible published or updated date
✓Title & Meta QualityTitles are present, unique, and well-sized, and pages carry meta descriptions
~Content Freshness SignalsNo <time> elements found in content areas across homepage
✗Author & Expert SchemaNo Person schema found across homepage
Every check is a verifiable fact about umbc.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 umbc.edu more agent-ready, in priority order.
1 Add structured tables and lists critical impactmedium effort
Present umbc.edu's comparison and spec data as real HTML tables and lists agents can extract.
2 Enhance author and expert schema critical impactmedium effort
Add Person/author schema with credentials on umbc.edu to strengthen expertise signals.
3 Add content freshness signals high impactlow effort
Refresh and re-date umbc.edu's key pages so agents see it as maintained.
