Rensselaer Polytechnic Institute (RPI) :: Architecture, Business, Engineering, Humanities, IT & Web Science, Science
AI Agentic Readiness
10 / 30
agentic checks passed 49% readiness - how well this site can be read, trusted and transacted with by AI agents
Last checked
rpi.edu is live and passes 10 of 30 agentic-readiness checks (49%). It runs on drupal on nginx over HTTPS.
For AI agents, rpi.edu's strongest signals are clean semantic HTML, fully indexable pages, a visually stable layout, and a clear canonical URL. Average entity density 53.5% across 1 pages (target >15%).
Its main gaps are no structured tables or lists, few clear definitions, no self-contained answer passages, and no speakable schema for voice agents. The weakest area is Trust & transparency; addressing it first would raise this score the most.
Agent interaction
✓Semantic HTML5 & AccessibilityARIA attributes found for accessibility
~Clean, Crawlable HTMLMultiple H1 tag(s) found (4)
~Extraction Friction ScoreHigh jargon density in opening content
✓Indexability & Snippet EligibilityPages are indexable and snippet-eligible - the precondition for Google AI features is met
✓Layout Stability & Responsiveness8/11 images lack explicit width/height - the most common cause of layout shift (CLS)
✓Canonical URL StrategySingle canonical tag present (no duplicates)
✗Table & List ExtractabilityNo HTML tables found across homepage
~Sentence AtomicityAverage 30% atomic sentences across 1 pages (target 40%+)
✓Entity DensityAverage entity density 53.5% across 1 pages (target >15%)
✗Definition PatternsNo definition patterns found
✗Answer Capsule Pattern1/7 H2 sections have 15-30 word self-contained capsules (14%)
Structured data
✓Schema.org Structured DataOrganization or LocalBusiness schema found on homepage
~Schema Coverage & DepthArticle schema missing or has fewer than 2 key properties
✗Speakable SchemaNo SpeakableSpecification schema found across homepage
AI discovery
✗llms.txt FileNo llms.txt file found at https://rpi.edu/llms.txt (connection failed)
~robots.txt for AI CrawlersNo explicit AI crawler rules in robots.txt
✓Sitemap Completeness25 URLs have lastmod dates
✗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-TSocial media / sameAs references 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 titles are shorter than 10 or longer than 70 characters
✗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 rpi.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 rpi.edu more agent-ready, in priority order.
1 Add structured tables and lists critical impactmedium effort
Present rpi.edu's comparison and spec data as real HTML tables and lists agents can extract.
