usf.edu

Welcome to the University of South Florida | Tampa, St. Petersburg, FL

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

usf.edu is live and passes 8 of 30 agentic-readiness checks (41%). It runs on Microsoft-IIS over HTTPS.

For AI agents, usf.edu's strongest signals are clean semantic HTML, tidy, crawlable markup, fully indexable pages, and a clear canonical URL. Average 50% atomic sentences across 1 pages (target 40%+).

Its main gaps are few clear definitions, no Schema.org structured data, shallow schema coverage, and no speakable schema for voice agents. 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 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

~Layout Stability & Responsiveness17/17 images lack explicit width/height - the most common cause of layout shift (CLS)

✓Canonical URL StrategySingle canonical tag present (no duplicates)

✓Page Speed: Page SizeLightweight document structure

~Page Speed: Load Blockers4 render-blocking script(s) in <head>

Machine extraction

~Table & List ExtractabilityNo HTML tables found across homepage

✓Sentence AtomicityAverage 50% atomic sentences across 1 pages (target 40%+)

✓Entity DensityAverage entity density 62.5% across 1 pages (target >15%)

✗Definition PatternsNo definition patterns found

~Answer Capsule Pattern3/12 H2 sections have 15-30 word self-contained capsules (25%)

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://usf.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 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 QualityTitles are present, unique, and well-sized, and pages carry meta descriptions

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

1 Strengthen entity authority (NAP) critical impact medium effort

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

2 Add structured tables and lists high impact low effort

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

3 Add content freshness signals critical impact medium effort

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

4 Add definition-style content critical impact medium effort

Add clear "X is ..." definitions on usf.edu so agents can lift direct answers.

Trust & legitimacy signals

✓Currently activeyes (HTTP 200)

✓Secure (HTTPS)yes

✓Identifiable technologyMicrosoft-IIS

Show your score

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

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

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