royalholloway.ac.uk 68 C
🛡️ SEO 44 🤖 GEO 84 ⚡ Perf 62 🏗️ Arch 75

royalholloway.ac.uk — Global SEODiff Score 68/100

royalholloway.ac.uk
📊

At 79/100, the ACRI for royalholloway.ac.uk indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Within the education vertical, this places royalholloway.ac.uk above the industry average of 57 —, suggesting strong competitive positioning in AI search. Server-side rendering keeps the ghost ratio near zero, giving AI systems direct access to all visible content. With a 3.4× bloat ratio, the page delivers its content without excessive boilerplate, giving AI systems a clean extraction path. The complete absence of JSON-LD schema is a missed opportunity: even basic Organization markup would improve how AI crawlers understand this domain. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

68
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (44) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Feb 26, 2026 · 📋 API
📈 ACRI Trend 3 snapshots
Feb 23 Feb 26
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than royalholloway.ac.uk?
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)44 × 0.25 = 11.0
🤖 AI Readiness / GEO (40% weight)84 × 0.40 = 33.6
⚡ Performance (20% weight)62 × 0.20 = 12.4
🏗️ Architecture & Trust (15% weight)75 × 0.15 = 11.2
Weighted sum = 11.0 + 33.6 + 12.4 + 11.2
Global SEODiff Score = 68 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
86
Structure
avg 36
0
Schema
avg 9
65
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #32640
+6 pts
Gap
AI (ACRI)
Top 9%
Score 79/100

royalholloway.ac.uk shows stronger AI visibility than traditional SEO ranking. Great AI foundation to build on. ACRI measures technical crawler readiness. Read the methodology →

Why royalholloway.ac.uk ranks here

Tech stackLaravel
Industryeducation
RenderingSSR
Schema coverage0 blocks
Token bloat3.4×

Fastest improvements

  • Add basic Organization and WebSite JSON-LD to fix “0 schema blocks” (see Schema Coverage).
  • Create an llms.txt file so AI crawlers can discover your content structure without heavy crawling. Generate llms.txt →
  • Run a full entropy audit to find which DOM regions waste the most tokens. Run Entropy Audit →
🧪

JavaScript Rendering Check

We check what AI crawlers miss when they skip JavaScript execution.

Running headless browser to simulate AI extraction…
🛡️

Traditional SEO

44/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

36 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

134 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 15
  • ✗ <h2> not before <h1>

🔍 Indexability

  • ✗ Canonical tag present
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en-GB
  • ✗ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Royal Holloway, University of London
  • ✗ og:description
  • ✓ og:image — preview
  • ✗ twitter:card
📐 How the SEO Pillar score is calculated

SEO Pillar = Title (20 pts) + Meta Desc (20 pts) + Heading Hierarchy (20 pts) + Indexability (20 pts) + Social/OG (20 pts)

Each sub-score is derived from the checks above. Canonical tag, lang attribute, og:image, and a single H1 are the highest-impact items.

🤖

AI Readiness / GEO

84/100 40 % of Global Score 🟢 High Confidence

This pillar aggregates citation share, hallucination risk, bot access, schema health, and content extractability. The individual diagnostic sections below contribute to this score.

🔗

Citation Alternatives

Research
💡
Insight: In the education sector, educationdirectory.com.au (ACRI: 86) currently has stronger AI extractability. AI models tend to prefer sources with higher semantic structure and schema coverage. Domains with ACRI < 40 see 3.5× more hallucinations. Read the research →
royalholloway.ac.uk
67
Your ACRI Score
86
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. educationdirectory.com.au has schema coverage of 4 blocks and uses Custom / Proprietary. Improve your score by implementing the remediation patches below.
📊 Side-by-Side Comparison →
🚨

Hallucination Risk

Research

Is AI lying about your brand? This panel measures how likely LLMs are to hallucinate facts when extracting information from your page.

Analyzing hallucination risk…

🤖 Bot Access Matrix

GPTBot (OpenAI)
Allowed
ClaudeBot (Anthropic)
Allowed
CCBot (Common Crawl)
Allowed
Google-Extended
Allowed
Googlebot
Allowed

👻 Rendering (Ghost Ratio) Docs

Ghost Ratio 0%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 86/100 — Excellent
Structured Elements 150 elements (150 lists, 0 rows, 0 headers)
Total Words680
Raw Density22.1%

🏷️ Schema Health Docs

Organization Schema ❌ Missing
Product / Service Schema ⚠️ Not Found
Total Schema Blocks0 — No JSON-LD detected

Schema Coverage Map

0/7 schema types detected
❌ Organization
❌ Product/Service
❌ Breadcrumb
❌ FAQ
❌ Article
❌ WebSite
💡Organization schema missing. AI models cannot identify your brand entity. Without it, your brand won't appear in Knowledge Panels or be associated with your content.
💡Product / Service schema missing. AI models don't know this is a SaaS product. Add Product or SoftwareApplication schema so AI understands what you offer and can surface pricing/features.
💡BreadcrumbList schema missing. AI cannot understand your site hierarchy or how pages relate to each other.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.
💡WebSite schema missing. Add WebSite + SearchAction so Google can generate a Sitelinks Search Box for your brand in AI results.

📐 AI Efficiency Metrics Docs

71
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability71/100 — AI models can easily extract answers from this page
Crawl CostLow (30/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

29%
🗑️ 71%
Useful Content (15.5 KB)Bloat (37.9 KB)
Token Bloat Ratio3.4× — Lean

Multimodal Readiness

Visual Context69% Optimized for Vision
Image Alt Coverage9 / 13 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set

🔥 Structural Entropy Check Research

40 Entropy
Poor Token Bloat: High
Noise Ratio: 71.0% · SNR: 0.41 · Signal: 3960 / Noise: 9690 tokens

🔬 AI-Crawler Simulation

See your website the way AI crawlers do. CSS stripped, structure labeled, content chunked.

🌐
This is what humans see — styled, branded, visual.
Toggle to "AI Agent View" to see what GPTBot, ClaudeBot, and other AI crawlers actually extract from this page.
🤖

AI Answer Preview

NEW

See how AI models summarize your site. Left: your actual content. Right: what the LLM extracts and says about you.

Simulating AI extraction…
🧠

The LLM Interpretation

AI-VERIFIED

A local LLM (mlx-community/gemma-3-4b-it-qat-4bit) analyzed the extracted content of royalholloway.ac.uk and produced this structured business intelligence. Fields marked SEMANTIC VOID indicate information the AI could not find — a critical gap in your site’s machine-readability.

Core Offering
This website promotes Royal Holloway, University of London, offering prospective students information about undergraduate and postgraduate programs, research opportunities, student
Target Audience
Undergraduate prospective students, postgraduate prospective students, current students, parents, and supporters of the university.
Pricing Model
Tuition fees vary based on program and nationality. No explicit pricing information is provided, but fees are clearly stated for various programs.
🏆 Competitive Moat
Strong academic reputation and a comprehensive range of programs, combined with a focus on research and student experience.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Template-generated pages for various programs (undergraduate, postgraduate)Links to program pages from various sections of the websiteMultiple landing pages for different aspects of student life (accommodation, clubs, societies)Internal linking throughout the site
⚡ Key Pain Points
• Limited information on specific program details beyond a general overview.
• Lack of detailed information on financial aid and scholarships.
• Could benefit from a more user-friendly search and filtering system for programs.
Model: mlx-community/gemma-3-4b-it-qat-4bit · Analyzed: 2026-03-02 · Data extracted from the site’s main content via strict JSON prompting.

🔧 Tech Stack

FrameworkLaravel
AI-Readiness Score65/100
Server
CDN
HTTP Status200
Load Time1213 ms
Raw HTML Size53.3 KB
Visible Text Size15.5 KB

Performance & Speed

62/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1213 ms
Slow — bots may time out or deprioritise

Google considers <200 ms "good". AI crawlers may have even shorter timeouts.

📦 Page Weight

591
DOM nodes
53 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✗ Cache-Control header
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 Tracker Tax

0
tracker scripts
0
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
📐 How the Performance Pillar score is calculated

Perf Pillar = TTFB (35 pts) + Page Weight (25 pts) + Cache/CDN (20 pts) + Tracker Tax (20 pts)

TTFB <200 ms = full marks. DOM >3000 or payload >300 KB incurs heavy penalties. Tracker scripts beyond 5 reduce score.

🏗️

Architecture & Trust

75/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✗ Sitemap declared in robots.txt
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

144
internal links
9
external links
Good internal linking — helps crawlers discover content

🔒 Security & Trust

  • ✓ HSTS header (Strict-Transport-Security)
  • ✗ Content-Security-Policy header
  • ✓ HTTP status 200 OK (got 200)

♿ Accessibility Signals

  • ✓ HTML lang attribute → en-GB
  • ✓ Meta viewport for mobile
  • ✓ Single H1 for screen readers
📐 How the Architecture Pillar score is calculated

Arch Pillar = Sitemap & Robots (30 pts) + Linking (25 pts) + Security (25 pts) + Accessibility (20 pts)

Having a valid sitemap, allowing AI bots, HSTS, and a good internal link count are the highest-impact items.

🏅 AI-Verified Trust Badge

Your site scores 67/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for royalholloway.ac.uk
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/royalholloway.ac.uk" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=royalholloway.ac.uk" alt="AI-Verified by SEODiff" width="280" height="52"></a>

💡 Paste in your site footer, GitHub README, or email signature. Badge updates automatically as your score changes.

� Deep Crawl Analysis 91 pages · Deep-10

Homepage ACRI
67
Single-page score
+9
Consistent readability
Δ delta
Site-Wide ACRI
76
Avg across 91 pages · Range 67–90
Total Words
101761
Avg Bloat
12.8×
Page Type ACRI Token Bloat Words Status
https://www.royalholloway.ac.uk/research-and-education/departments-and-schools/physics/careers/alumni
Career paths available to Physics alumni are almost boundless
pricing 90 4.2× 4329 💰 Pricing
https://www.royalholloway.ac.uk/research-and-education/research/research-culture/our-technicians/case-studies
Case studies
social-proof 85 9.4× 1400
https://www.royalholloway.ac.uk/research-and-education/departments-and-schools/physics/careers/placements
Placements and industry links
pricing 85 7.5× 2083 💰 Pricing
https://www.royalholloway.ac.uk/about-us/news/recommendations-to-tackle-multiple-sclerosis
News
about 85 9.6× 1425
https://www.royalholloway.ac.uk/about-us/news/hrh-the-princess-royal-opens-the-new-emily-wilding-davison-building-at-royal-holloway
News
pricing 85 10.0× 1370 💰 Pricing
https://www.royalholloway.ac.uk/about-us/news/free-online-course-from-royal-holloway-and-uk-parliament-marks-100-years-of-votes-for-women
News
about 85 8.9× 1555
https://www.royalholloway.ac.uk/about-us/news/true-or-not-why-the-need-for-evidence-based-answers-is-more-important-than-ever
News
pricing 85 9.5× 1439 💰 Pricing
https://www.royalholloway.ac.uk/about-us/news/survation-and-royal-holloway-announce-three-year-partnership
News
about 85 9.9× 1373
https://www.royalholloway.ac.uk/about-us/news/cyber-security-students-scoop-national-prize
News
about 85 8.3× 1684
https://www.royalholloway.ac.uk/about-us/news/science-building-to-be-named-after-trailblazing-woman-engineer
News
pricing 85 9.5× 1434 💰 Pricing
https://www.royalholloway.ac.uk/about-us/news/prehistoric-people-resilient-in-the-face-of-extreme-climate-events
News
about 85 8.8× 1606
https://www.royalholloway.ac.uk/about-us/news/new-quantum-coherent-device-developed
News
about 85 9.9× 1366
https://www.royalholloway.ac.uk/about-us/news/the-stuff-of-nightmares-dungeons-shackles-terror-and-pain
News
about 85 8.0× 1779
https://www.royalholloway.ac.uk/about-us/news/fair-and-effective-eyewitness-evidence-research-wins-major-award
News
pricing 85 9.8× 1414 💰 Pricing
https://www.royalholloway.ac.uk/about-us/news/celebrating-amazing-contributions-to-the-community-with-the-runnymede-spelthorne-volunteer-awards
News
about 85 9.7× 1417
https://www.royalholloway.ac.uk/about-us/news/royal-holloway-wins-best-cyber-security-education-award
News
about 85 10.0× 1365
https://www.royalholloway.ac.uk/research-and-education/research/research-institutes-and-centres/gender-institute/about
Institute for Gender Studies
about 75 13.7× 964
https://www.royalholloway.ac.uk/about-us/environmental-sustainability/case-studies/replicating-veteran-trees-with-willow-structures
Replicating Veteran Trees With Willow Structures
social-proof 75 15.7× 755
https://www.royalholloway.ac.uk/about-us/environmental-sustainability/case-studies/poetry-and-tree-planting
Poetry and Tree Planting
pricing 75 14.7× 815 💰 Pricing
https://www.royalholloway.ac.uk/about-us/environmental-sustainability/case-studies/green-waste-recycling
Green waste recycling
social-proof 75 15.6× 772
Showing 20 of 91 pages. Unlock full subpage table →
📂
Health by Sub-Directory
Average ACRI and top issues aggregated by URL path prefix
Path Pages Avg ACRI Ghost % Bloat Top Issue
/about-us/ 81 76 0% 12.6× High JS Bloat
/research-and-education/ 9 76 0% 14.3× High JS Bloat
/epayguide/ 1 72 0% 17.1× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 91 pages
intranet.royalholloway.ac.uk ×91
royalhollowayacuk.elluciancrmrecruit.com ×91
jobs.royalholloway.ac.uk ×91
youtube.com ×91
bsky.app ×91
instagram.com ×91
theconversation.com ×91
google.co.uk ×91
🔄 Re-Crawl & Update 📡 Track this Domain

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🔌 API Access

Pull this data programmatically. All sub-page metrics are available via our public API.

curl https://seodiff.io/api/v1/deep10/domain/royalholloway.ac.uk

Get your free API key — 100 requests/month included.

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📊 Semantic Share of Voice

How often would an AI cite royalholloway.ac.uk when users ask about topics in this domain's niche? We run entity queries through our 188k-page search index and measure citation probability.

Analyzing citation landscape…

🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to royalholloway.ac.uk. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

Add Organization JSON-LD
High Impact ⏱ 5 min
AI models cannot identify your brand entity without Organization schema. This is the #1 fix for AI visibility.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Organization",
  "name": "Ac",
  "url": "https://royalholloway.ac.uk",
  "logo": "https://royalholloway.ac.uk/favicon.ico",
  "sameAs": []
}
</script>
Add WebSite + SearchAction JSON-LD
High Impact ⏱ 5 min
Enables the Sitelinks Search Box in Google and allows AI to understand your site structure.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "WebSite",
  "name": "Ac",
  "url": "https://royalholloway.ac.uk",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://royalholloway.ac.uk/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Add FAQ Schema
Medium Impact ⏱ 10 min
FAQ schema lets AI models directly extract Q&A pairs. This is the easiest way to get featured in AI responses.
html
<script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "FAQPage",
  "mainEntity": [
    {
      "@type": "Question",
      "name": "What is Ac?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Ac does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Ac work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Ac."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for royalholloway.ac.uk:

Current Score
79
Projected Score
92
Improvement
+13 pts
Add Organization schema +6 pts
Add WebSite schema +4 pts
Add FAQ schema +3 pts

*Estimates based on SEODiff's scoring model. Actual results depend on implementation quality.

📋 Data Export

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All data is generated automatically and updated with each crawl. JSON exports contain scores and metadata only (no copyrighted content).

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🧭 Self-Diffing (Private Layer)

For owned domains, combine this world snapshot with private drift + regression history.
Template Drift
Track in My Site
Drift → Traffic Impact
In development coming soon
Regression Incidents
Track in My Site
Internal Linking
Deep Audit graph
Semantic Structure
GEO view in Deep Audit
Content Quality
Thin/duplicate tracking

🕒 History

Score over timeAvailable in My Site history
Drift eventsTemplate timeline + incidents
Drift → Revenue AttributionComing soon
Schema/rendering/extractability changesTracked per scan in project history