drake.edu 73 B
🛡️ SEO 50 🤖 GEO 81 ⚡ Perf 74 🏗️ Arch 88

drake.edu — Global SEODiff Score 73/100

drake.edu
📊

With a solid 79/100 ACRI, drake.edu is well-positioned for AI search — better than 91% of sites in the Radar. In the education sector, drake.edu outperforms the average (57), suggesting strong competitive positioning in AI search. The low ghost ratio (0%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. Token bloat registers at 7.1× — acceptable, but reducing inline scripts and redundant markup could yield measurable gains. Zero schema blocks puts this site at a disadvantage in knowledge graph and AI-answer pipelines that rely on explicit structured data. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

73
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (50) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 20, 2026 · 📋 API
Does your site score higher than drake.edu?
Run the same 40-signal audit on your own domain — free, instant results.
Scan Your Site Free →
🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)50 × 0.25 = 12.5
🤖 AI Readiness / GEO (40% weight)81 × 0.40 = 32.4
⚡ Performance (20% weight)74 × 0.20 = 14.8
🏗️ Architecture & Trust (15% weight)88 × 0.15 = 13.2
Weighted sum = 12.5 + 32.4 + 14.8 + 13.2
Global SEODiff Score = 73 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
79
Structure
avg 35
0
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 7%
Rank #66821
Aligned
Gap
AI (ACRI)
Top 9%
Score 79/100

drake.edu has balanced Google and AI visibility — both rank roughly in the same tier. ACRI measures technical crawler readiness. Read the methodology →

Why drake.edu ranks here

Tech stackWordPress
Industryeducation
RenderingSSR
Schema coverage0 blocks
Token bloat7.1×

Fastest improvements

  • Add basic Organization and WebSite JSON-LD to fix “0 schema blocks” (see Schema Coverage).
  • Reduce token bloat (navigation/footer/code) so agents reach your main content faster (see Token Bloat).
  • 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

50/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

41 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

141 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 8
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.drake.edu
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✗ og:title
  • ✗ 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

81/100 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 →
drake.edu
60
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 79/100 — Good
Structured Elements 108 elements (108 lists, 0 rows, 0 headers)
Total Words570
Raw Density19.0%

🏷️ 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

63
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability63/100 — AI models can partially 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

14%
🗑️ 86%
Useful Content (10.2 KB)Bloat (62.3 KB)
Token Bloat Ratio7.1× — Normal

Multimodal Readiness

Visual Context73% Optimized for Vision
Image Alt Coverage8 / 11 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 85.9% · SNR: 0.16 · Signal: 2621 / Noise: 15957 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

SEODiff AI analyzed the extracted content of drake.edu 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 showcases the award-winning journalism program at Drake University's School of Journalism & Mass Communication, highlighting student achievements in
Target Audience
Students interested in journalism, media, and communications; faculty and staff within the School of Journalism & Mass Communication; alumni of Drake University’s journalism program; prospective students seeking information about the program.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Comprehensive coverage of a top-tier journalism program’s awards and achievements, providing a detailed record of student success and program excellence.
📊 Content Depth
9/10
🔄 Programmatic SEO Signals
Template-generated pages for awards listingsTemplate-generated pages for student profilesTemplate-generated pages for competition results
⚡ Key Pain Points
• Limited information on program structure beyond awards
• Lack of a clear call to action for prospective students
Analyzed by SEODiff AI · 2026-03-03

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Servernginx/1.14.2
CDN
HTTP Status200
Load Time548 ms
Raw HTML Size72.6 KB
Visible Text Size10.2 KB

Performance & Speed

74/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

548 ms
Acceptable — room for improvement

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

📦 Page Weight

645
DOM nodes
73 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → no-cache, no-store, max-age=0
  • ✗ 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

88/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → http://www.drake.edu/sitemap-en.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

107
internal links
22
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
  • ✓ 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 60/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for drake.edu
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/drake.edu" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=drake.edu" 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 64 pages · Deep-10

Homepage ACRI
60
Single-page score
-14
Moderate hidden bloat
Δ delta
Site-Wide ACRI
46
Avg across 64 pages · Range 0–82
🔍
Hidden Bloat Detected

Homepage scores 60, but internal pages average only 46 — a -14-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
4%
Topical Drift
TF-IDF cosine similarity
Total Words
23434
Avg Bloat
21.5×
Page Type ACRI Token Bloat Words Status
https://www.drake.edu/sjmc/about/awards/index.php
Student Awards | Drake University
pricing 82 4.3× 2217 💰 Pricing
https://www.drake.edu/deltarx/innovativeresources/articles/socialentrepreneurship/index.php
Social Entrepreneurship | Drake University
pricing 77 9.5× 729 💰 Pricing
https://www.drake.edu/deltarx/innovativeresources/articles/other/index.php
Other | Drake University
pricing 77 7.6× 996 💰 Pricing
https://www.drake.edu/deltarx/innovativeresources/articles/practicedevelopment/index.php
Practice Development | Drake University
pricing 77 7.5× 1036 💰 Pricing
https://www.drake.edu/sjmc/about/currentstudents/conflict/index.php
Policy for Resolving Conflict | Drake University
pricing 77 8.2× 805 💰 Pricing
https://www.drake.edu/directory/help/index.php
Help | Drake University
pricing 77 8.8× 811 💰 Pricing
https://www.drake.edu/sjmc/about/diversity/index.php
Diversity | Drake University
pricing 77 6.3× 1115 💰 Pricing
https://www.drake.edu/sjmc/about/scholarships/index.php
Scholarships | Drake University
pricing 77 8.1× 858 💰 Pricing
https://www.drake.edu/bright/about/faq/index.php
Frequently Asked Questions | Drake University
pricing 77 6.6× 1061 💰 Pricing
https://www.drake.edu/deltarx/innovativeresources/articles/entrepreneurialleadership/index.php
Entrepreneurial Leadership | Drake University
pricing 67 11.2× 627 💰 Pricing
https://drake.edu/about
About Drake | Drake University
pricing 67 12.2× 746 💰 Pricing
https://www.drake.edu/about/index.php
About Drake | Drake University
pricing 67 12.2× 746 💰 Pricing
https://www.drake.edu/bucksbaum/about/index.php
About the Lectureship Series | Drake University
pricing 67 15.3× 511 💰 Pricing
https://www.drake.edu/bright/about/johndeebrightlegacy/index.php
John Dee Bright Legacy | Drake University
pricing 67 10.7× 559 💰 Pricing
https://www.drake.edu/sjmc/about/history/index.php
SJMC History | Drake University
pricing 67 11.9× 525 💰 Pricing
https://www.drake.edu/sjmc/about/currentstudents/jobs/index.php
Internships & Jobs | Drake University
pricing 67 11.1× 596 💰 Pricing
https://www.drake.edu/sjmc/about/currentstudents/academic-resources/index.php
Academic Resources | Drake University
pricing 67 11.6× 666 💰 Pricing
https://www.drake.edu/bright/about/faculty-staff/megan-brown/index.php
Megan Brown | Drake University
pricing 57 14.5× 399 💰 Pricing
https://www.drake.edu/sjmc/about/accreditation/index.php
Accreditation & Accountability | Drake University
pricing 57 13.6× 472 💰 Pricing
https://www.drake.edu/law/library/collections/guide/index.php
Library Guide & Maps | Drake University
pricing 54 16.2× 441 💰 Pricing
Showing 20 of 64 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
/bright/ 26 43 0% 34.5× High JS Bloat
/sjmc/ 18 60 0% 16.0× High JS Bloat
/deltarx/ 6 64 0% 15.0× High JS Bloat
/about/ 2 67 0% 12.2× High JS Bloat
/blog/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 49 0% 32.1× High JS Bloat
/faq/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 0 0% 0.0× Low AI Readiness
/directory/ 1 77 0% 8.8× High JS Bloat
/bucksbaum/ 1 67 0% 15.3× High JS Bloat
/docs/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 64 pages
drake.blackboard.com ×56
library.drake.edu ×56
oncampus.wp.drake.edu ×56
cms.drake.edu ×56
my.drake.edu ×56
drake.ecampus.com ×56
alumni.drake.edu ×56
twitter.com ×30
🔄 Re-Crawl & Update 📡 Track this Domain

Scores update automatically each month. Create a free account for on-demand re-crawls (3/month free).

🔌 API Access

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

curl https://seodiff.io/api/v1/deep10/domain/drake.edu

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

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📊 Semantic Share of Voice

How often would an AI cite drake.edu 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 drake.edu. 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": "Drake",
  "url": "https://drake.edu",
  "logo": "https://drake.edu/fav/apple-touch-icon.png",
  "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": "Drake",
  "url": "https://drake.edu",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://drake.edu/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 Drake?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Drake does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Drake work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Drake."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for drake.edu:

Current Score
79
Projected Score
95
Improvement
+16 pts
Add Organization schema +6 pts
Add WebSite schema +4 pts
Reduce token bloat +3 pts
Add FAQ schema +3 pts

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

📋 Data Export

Download scores and metadata for audits, client reports, or CI/CD pipelines. Exports contain computed metrics only (no copyrighted content).

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
🔍 Found indexing issues?
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