pitt.edu

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AI Agentic Readiness

8 / 30

agentic checks passed
41% readiness - how well this site can be read, trusted and transacted with by AI agents

Last checked
7 Jul 2026

pitt.edu is live and passes 8 of 30 agentic-readiness checks (41%). It runs on drupal on nginx over HTTPS.

For AI agents, pitt.edu's strongest signals are clean semantic HTML, fully indexable pages, a visually stable layout, and a clear canonical URL. Average entity density 46.6% across 1 pages (target >15%).

Its main gaps are text that is hard for agents to extract, no structured tables or lists, no self-contained answer passages, and no Schema.org structured data. The weakest area is Structured data; addressing it first would raise this score the most.

Agent interaction

✓Semantic HTML5 & AccessibilityARIA attributes found for accessibility

~Clean, Crawlable HTMLNo H1 tag(s) found (0)

✗Extraction Friction ScoreAverage sentence length: 30.7 words - slightly long

✓Indexability & Snippet EligibilityPages are indexable and snippet-eligible - the precondition for Google AI features is met

✓Layout Stability & ResponsivenessViewport is configured and media declares dimensions - static layout-stability signals look good

✓Canonical URL StrategySingle canonical tag present (no duplicates)

✓Page Speed: Page SizeLightweight document structure

~Page Speed: Load Blockers3 render-blocking script(s) in <head>

Machine extraction

✗Table & List ExtractabilityNo HTML tables found across homepage

~Sentence AtomicityAverage 24% atomic sentences across 1 pages (target 40%+)

✓Entity DensityAverage entity density 46.6% across 1 pages (target >15%)

~Definition PatternsOnly 1 definition pattern(s) found

✗Answer Capsule Pattern0/2 H2 sections have 15-30 word self-contained capsules (0%)

Structured data

✗Schema.org Structured DataNo JSON-LD structured data found across homepage

✗Schema Coverage & DepthNo JSON-LD found - cannot assess schema coverage

✗Speakable SchemaNo JSON-LD found across homepage - cannot assess speakable schema

AI discovery

✗llms.txt FileNo llms.txt file found at https://pitt.edu/llms.txt (connection failed)

✗robots.txt for AI CrawlersNo explicit AI crawler rules in robots.txt

✓Sitemap Completeness43 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-TNo Organization schema to reinforce entity identity

✗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 pitt.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 pitt.edu more agent-ready, in priority order.

1 Add structured tables and lists critical impact medium effort

Present pitt.edu's comparison and spec data as real HTML tables and lists agents can extract.

2 Add content freshness signals critical impact medium effort

Refresh and re-date pitt.edu's key pages so agents see it as maintained.

3 Strengthen entity authority (NAP) high impact low effort

Make pitt.edu's name, address and phone consistent and add Organization schema to anchor its identity.

4 Add JSON-LD structured data critical impact medium effort

Mark up pitt.edu's homepage with Schema.org JSON-LD (Organization, WebSite) an agent can read as facts.

Trust & legitimacy signals

✓Currently activeyes (HTTP 200)

✓Secure (HTTPS)yes

✓Identifiable technologydrupal on nginx

Show your score

Embed this badge on pitt.edu - it links to this audit and always shows the latest score.

<a href="https://www.markosweb.com/www/pitt.edu/"><img src="https://www.markosweb.com/badge/pitt.edu.svg" alt="pitt.edu is 41% AI-Ready - MarkosWeb" height="28"></a>

Agentic readiness for pitt.edu last checked 7 Jul 2026. Machine-readable: JSON. Method: methodology.