Public Audit Report

www.princeton.edu

https://www.princeton.edu/
Scanned on April 12, 2026
64
Overall
C
73
SEO
71/97 passed
52
AEO
27/52 passed
59
GEO
34/58 passed
132
Passed
75
Failed
207
Total Checks
Needs Work
Rating

Quick Wins — Top 5 Issues to Fix

SEO — 73/100 (26 issues)

Failed Checks (26)

  • Title length: 27 characters (too short, aim for 30-60)meta
  • Readability: 14 (difficult — simplify language)content
  • 47% long sentences (>20 words) — break up for readabilitycontent
  • 1 images missing width/height — causes layout shift (CLS)content
  • 31 of 32 images use legacy formats (JPG/PNG/GIF) — convert to WebP/AVIF for 25-50% smaller filescontent
  • 1 non-descriptive link text(s) found ("learn more"...) — use descriptive anchor text for SEOcontent
  • No hreflang tags — add if targeting multiple languagestechnical
  • 3 render-blocking scripts — add defer or async attributeperformance
  • No font preload/preconnect — add for faster renderingperformance
  • No Strict-Transport-Security headersecurity
  • No Content-Security-Policy header — XSS risksecurity
  • No Terms of Service link — add for legal compliance and trusttrust
  • No JSON-LD structured data foundschema
  • 7 HTTP resource(s) on HTTPS page — security risktechnical
  • robots.txt does not reference Sitemap — add Sitemap: URLtechnical
  • No dns-prefetch or preconnect hints — add for faster third-party loadingperformance
  • 3% sentences use transition words — aim for 20%+content
  • No max-image-preview:large — add to robots meta for Google Discovermeta
  • No Referrer-Policy header — may leak URL datasecurity
  • No Permissions-Policy — restrict camera/mic/geo accesssecurity
  • 1 paragraph(s) exceed 150 words — break up for readabilitycontent
  • OG URL (https://www.princeton.edu/home) differs from canonical (https://www.princeton.edu/) — should matchsocial
  • 144 links on page — exceeds 100 limit, may dilute link equitycontent
  • 2 render-blocking script(s) in head — add defer or asyncperformance
  • No IndexNow integration — add for instant Bing/Yandex indexing on content changestechnical
  • 8 of 18 H2 sections have < 50 words — add more content or merge thin sectionscontent

Passed Checks (71)

  • Title tag found: "Home | Princeton University"meta
  • Meta description found (143 chars)meta
  • Description length: 143 chars (optimal)meta
  • Viewport meta tag found (mobile-friendly)meta
  • UTF-8 charset declaredmeta
  • Language attribute set on HTML tagmeta
  • Theme color set: #ffffffmeta
  • No meta refresh redirect (good)meta
  • No robots meta tag (default: index, follow)meta
  • Single H1 tag foundcontent
  • Title-H1 alignment: 67% word overlap (good)content
  • 18 H2 tags foundcontent
  • Heading hierarchy is correctcontent
  • 1734 words on page (good content depth)content
  • All 32 images have ALT textcontent
  • JS-based lazy loading detectedcontent
  • 92 internal links foundcontent
  • 50 external links foundcontent
  • No empty href attributes foundcontent
  • Open Graph title foundsocial
  • Open Graph description foundsocial
  • Open Graph image foundsocial
  • Open Graph URL foundsocial
  • og:type set to "website"social
  • og:site_name: "Princeton University"social
  • Twitter Card: "summary"social
  • Twitter title foundsocial
  • Twitter description foundsocial
  • Twitter image foundsocial
  • HTTPS enabledtechnical
  • Canonical tag foundtechnical
  • Canonical tag is self-referencing (correct)technical
  • Favicon foundtechnical
  • Apple touch icon foundtechnical
  • Compression: gziptechnical
  • URL length: 26 chars (good)technical
  • URL uses hyphens or no separators (good)technical
  • No deprecated HTML tags foundtechnical
  • Text-to-HTML ratio: 11.6% (good)technical
  • Inline CSS: 0.8 KB (acceptable)performance
  • Inline JS: 2.6 KB (acceptable)performance
  • Cache-Control: max-age=60, public, s-maxage=2764800performance
  • X-Content-Type-Options: nosniffsecurity
  • About page link found — builds trust and E-E-A-Ttrust
  • Contact page/email link foundtrust
  • Privacy Policy link foundtrust
  • Author byline foundtrust
  • <!DOCTYPE html> declaredtechnical
  • Viewport includes width=device-width (responsive)meta
  • robots.txt found and allows crawlingtechnical
  • No AI crawlers blocked in robots.txt — AI search and training can access contenttechnical
  • sitemap.xml found with valid formattechnical
  • Sitemap contains 14 URL(s)technical
  • All 5 checked internal links are workingcontent
  • 0% nofollow links (0/142) — good link equity flowcontent
  • OG image uses absolute URL (correct)social
  • Web App Manifest found (PWA-ready)technical
  • 8 first-person pronouns — some experience showncontent
  • 97% responsive images (srcset/picture)content
  • Title uses "|" separator — Google may rewrite it; consider using "—" insteadmeta
  • H1 length: 20 characters (optimal)content
  • Title and meta description are different (good)meta
  • Viewport allows zoom (good for accessibility)accessibility
  • DOM size: ~935 elements (good)performance
  • No snippet blocking detected (good — content is fully accessible)technical
  • 0 third-party script domain(s) (acceptable)performance
  • ARIA landmarks present: main, nav, skip-linkaccessibility
  • All 1 form input(s) have labels or aria-labelsaccessibility
  • No duplicate IDs found (42 unique IDs)accessibility
  • No iframes on pagesecurity
  • 1 feed(s) discovered (RSS) — aids content discoverytechnical
AEO — 52/100 (25 issues)

Failed Checks (25)

  • No structured data — AI systems struggle to categorize your pagediscoverability
  • No definition lists (<dl>) — great for term/value pairsdiscoverability
  • No code blocks — add <code>/<pre> for technical contentdiscoverability
  • No FAQ section found — add Q&A content for AI citationstructure
  • No data tables — tables help AI compare and cite datastructure
  • No concise answer paragraphs detected — add short summaries after headingsstructure
  • No numbered steps or ordered lists — add for "how to" AI answersstructure
  • Few key-value patterns — use "**Label:** value" format for AIstructure
  • No author information — AI values attributed contentcitation
  • No Organization schema — AI may not recognize your brandcitation
  • Only 2/5 E-E-A-T signals — add about, contact, author infocitation
  • Only 0 concise answer paragraph(s) after headings — add 2+ short summaries (40-200 chars) right after H2/H3 tagscitation
  • No Speakable schema — add for voice assistant optimizationvoice
  • No SearchAction schema — add for enhanced search presencevoice
  • Avg 24 words/sentence — simplify for AI and voicevoice
  • Pronoun density: 0.2% — add more "you/your" for engagementvoice
  • No summary section — add Key Takeaways for AI extractionvoice
  • Few Q&A blocks — add question headings followed by answer paragraphsvoice
  • No /llms.txt found — add one to guide AI crawlers (emerging standard)discoverability
  • No sameAs links in schema — add social profiles for brand recognitioncitation
  • No Table of Contents — add jump links for AI content navigationstructure
  • No video content — multimedia increases AI engagement and citation ratediscoverability
  • Statistics lack source references — attribute data to boost AI trustcitation
  • No <details>/<summary> elements — use for expandable Q&A contentstructure
  • Brand name used inconsistently (39 partial vs 9 full) — standardizecitation

Passed Checks (27)

  • 1734 words in HTML — good content for AI parsingdiscoverability
  • Clean URL structurediscoverability
  • 6 semantic HTML5 elements founddiscoverability
  • 8 content sections — well-structured for AIdiscoverability
  • Description + OG description both present — clear topic signalsdiscoverability
  • 175 named entities found — helps AI understand contextdiscoverability
  • 92 internal links — good topic cluster signaldiscoverability
  • Question-style headings found — ideal for AI snippetsstructure
  • 10 lists found — structured content for AIstructure
  • 53% short sentences — easy for AI to extractstructure
  • 97% concise paragraphs — scannable for AIstructure
  • Avg 101 words/section — sufficient depthstructure
  • Publication/modification date foundcitation
  • Statistics and data found in content — highly citablecitation
  • Source citations found — increases AI trustcitation
  • 50 external links — references authoritative sourcescitation
  • Content references 2026/2025 — fresh contentcitation
  • Topic focus: 100% — title keywords found in contentcitation
  • 18 conversational words — good for AI summariesvoice
  • First paragraph is snippet-ready (20-60 words)voice
  • Active voice dominant (7% passive) — AI-friendlyvoice
  • 51 H2/H3 headings — good content structure for AIvoice
  • No AI-blocking robots directives — AI crawlers can access contentdiscoverability
  • Freshness signal found (Last-Modified header or dateModified)citation
  • AI crawlers allowed in robots.txt (0/4 explicitly listed)discoverability
  • Brand name consistent across 2/3 signals (title, OG, schema)citation
  • Content updated within 90 days — fresh content gets 3.2x more AI citationscitation
GEO — 59/100 (24 issues)

Failed Checks (24)

  • Few question headings — add Q&A headings for AI Overviewoverview
  • No step-by-step content — add numbered guides for AIoverview
  • No author schema — add for AI trust signalsauthority
  • Incomplete brand identity — add og:site_name + Organization schemaauthority
  • No original data signals — "our research shows..." boosts AI citationauthority
  • No expert quotes — add professional opinions for credibilityauthority
  • No examples or case studies — add real-world examplesauthority
  • No links to authoritative sources — cite Google, Schema.org, etc.authority
  • No FAQ Schema — add for Google rich results + AI Overviewformat
  • No HowTo Schema — add for step-by-step rich resultsformat
  • No comparison content — add vs. sections for AI recommendationsformat
  • No summary section — add Key Takeaways or TL;DR for AIformat
  • No BreadcrumbList schema — add for better AI contextformat
  • Only one list type — use both <ul> and <ol> for content varietyformat
  • Only 2/6 formatting types — use bold, lists, tables, quotes, codeformat
  • Single-perspective content — add "on the other hand..." for balanceformat
  • No entity Schema types — add Person, Product, or Organization schemasemantic
  • No <time> elements — wrap dates in <time datetime="...">semantic
  • Few data points with units — add specific numbers (e.g., "300+ users")semantic
  • Only 0 Schema type(s) — add more for AI contexttechnical
  • Only 0 data points — add 5+ statistics for +30-40% AI visibility (Princeton study)authority
  • Author lacks credentials — anonymous content is a GEO penaltyauthority
  • No <figure>/<figcaption> — wrap images with descriptive captions for AIformat
  • No authoritative sameAs links — add Wikipedia/Wikidata/LinkedIn URIs to schema for Knowledge Graph alignmentauthority

Passed Checks (34)

  • Definition-style content found — featured snippet candidateoverview
  • Content freshness signals detectedoverview
  • Comprehensive content (1734 words, 18 sections)overview
  • Title and H1 are aligned — clear topic focusoverview
  • 2-level heading hierarchy — deep content structureoverview
  • 66% optimal paragraphs (20-80 words) — AI-friendlyoverview
  • Source citations found — increases AI trustauthority
  • 3/5 trust signals foundauthority
  • 3 industry terms used — domain expertise signalauthority
  • 40 unique external domains — diverse sourcesauthority
  • 32 images all with ALT text — AI can understand visualsformat
  • Data visualization elements found (tables/charts)format
  • Actionable advice found — AI prefers practical contentformat
  • Conclusion/recommendation found — helps AI provide answersformat
  • 6/14 semantic HTML5 elements — deep semantic structuresemantic
  • 100% title keywords in first 200 words — good prominencesemantic
  • 103 contextual links — good cross-referencingsemantic
  • Content categorization found — clear topic classificationsemantic
  • 7 sections have subtopics (H3) — deep coveragesemantic
  • Mobile-friendly (viewport set)technical
  • HTTPS secure — trusted by AI systemstechnical
  • Page size: 104 KB — reasonabletechnical
  • Open Graph fully configured (title, description, image)technical
  • Canonical URL set — prevents AI from citing duplicatestechnical
  • Page allows AI indexing (no noindex/nosnippet)technical
  • HTML lang="en" set (add og:locale for completeness)technical
  • 3 ARIA landmarks found — good accessibility for AItechnical
  • All image ALT texts are descriptive (>5 chars)format
  • 1734 words — sufficient depth for AI analysisoverview
  • First 200 words contain topic keywords — AI extracts primarily from the startoverview
  • Definition + list combo — strong featured snippet candidateoverview
  • No snippet restrictions — AI can freely extract content (good)technical
  • 4/6 question types (5W1H) in headings — comprehensiveoverview
  • Link anchor texts are descriptive — good AI context signalsemantic

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