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www2.oberlin.edu
Oberlin College and Conservatory | Oberlin College and Conservatory
AI Agentic Readiness
8 / 30
agentic checks passed 42% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
www2.oberlin.edu is live and passes 8 of 30 agentic-readiness checks (42%). It runs on drupal on cloudflare over HTTPS.
For AI agents, www2.oberlin.edu's strongest signals are tidy, crawlable markup, fully indexable pages, a visually stable layout, and a clear canonical URL. 130/130 images declare explicit dimensions.
Its main gaps are no Schema.org structured data, shallow schema coverage, no speakable schema for voice agents, and no llms.txt for agent discovery. The weakest area is Structured data; addressing it first would raise this score the most.
Agent interaction
~Semantic HTML5 & AccessibilityOnly 8% of images have alt text
✓Clean, Crawlable HTMLPage has substantial text content accessible without JavaScript
~Extraction Friction ScoreAverage sentence length: 29.2 words - slightly long
✓Indexability & Snippet EligibilityPages are indexable and snippet-eligible - the precondition for Google AI features is met
✗Speakable SchemaNo JSON-LD found across homepage - cannot assess speakable schema
AI discovery
✗llms.txt FileNo llms.txt file found at https://www2.oberlin.edu/llms.txt (connection failed)
✗robots.txt for AI CrawlersNo explicit AI crawler rules in robots.txt
✗Sitemap CompletenessNo sitemap.xml found
✗RSS/Atom FeedHomepage does not link to an RSS/Atom feed in <head>
~Internationalization SignalsOnly 1 hreflang value found - need at least 2 for proper multi-language linking
✗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 Quality1/1 pages lack a usable meta description
✗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 www2.oberlin.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 www2.oberlin.edu more agent-ready, in priority order.
1 Add structured tables and lists high impactlow effort
Present www2.oberlin.edu's comparison and spec data as real HTML tables and lists agents can extract.
2 Strengthen entity authority (NAP) high impactlow effort
Make www2.oberlin.edu's name, address and phone consistent and add Organization schema to anchor its identity.
