etsu.edu 66 C
🛡️ SEO 45 🤖 GEO 74 ⚡ Perf 62 🏗️ Arch 83

etsu.edu — Global SEODiff Score 66/100

etsu.edu
📊

etsu.edu achieves a 66/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. In the education sector, etsu.edu outperforms the average (57), suggesting strong competitive positioning in AI search. Its server-rendered architecture ensures AI crawlers receive complete HTML on first request, a key advantage for extractability. A tight 3.8× token bloat ratio reflects disciplined markup: minimal noise between the crawler and the content it needs. Zero schema blocks puts this site at a disadvantage in knowledge graph and AI-answer pipelines that rely on explicit structured data. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

66
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (45) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 17, 2026 · 📋 API
📈 ACRI Trend 6 snapshots
Feb 23 Mar 17
🔔 Recent AI Indexing Activity
🔄 Mar 17 Content change detected
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)45 × 0.25 = 11.2
🤖 AI Readiness / GEO (40% weight)74 × 0.40 = 29.6
⚡ Performance (20% weight)62 × 0.20 = 12.4
🏗️ Architecture & Trust (15% weight)83 × 0.15 = 12.4
Weighted sum = 11.2 + 29.6 + 12.4 + 12.4
Global SEODiff Score = 66 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
31
Structure
avg 35
0
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #31025
+40 pts
Gap
AI (ACRI)
Top 43%
Score 66/100

etsu.edu punches above its weight in AI — AI visibility exceeds Google ranking. This is a competitive moat worth protecting. ACRI measures technical crawler readiness. Read the methodology →

Why etsu.edu ranks here

Tech stackCustom / Proprietary
Industryeducation
RenderingSSR
Schema coverage0 blocks
Token bloat3.8×

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

45/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

31 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

861 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 9
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.etsu.edu/ehome/
  • ✓ 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 — East Tennessee State University
  • ✓ og:description — ETSU was founded in 1911 with a singular purpose: to improve the quality of life for people in the region and beyond. Today, the university offers more than 160 programs at the undergraduate, graduate, and professional levels and serves approximately 14,000 students each year at its main campus in Johnson City and off-campus instructional sites throughout the region. Through its world-class health sciences programs and integrated approach to healthcare education, the institution is a highly respected leader in rural health research and practices. ETSU also boasts nationally ranked and recognized programs in the arts, technology, and computing, and media studies. With more than 100,000 living alumni who call ETSU their alma mater, the impact of its students, alumni, faculty, and staff can be seen across the Appalachian Highlands and around the world!
  • ✗ og:image
  • ✓ twitter:card — summary_large_image
📐 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

74/100 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 →
etsu.edu
45
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 5%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 31/100 — Low
Structured Elements 21 elements (21 lists, 0 rows, 0 headers)
Total Words710
Raw Density3.0%
💡Low structure score (31/100). Your content appears as a wall of text with few structured HTML elements. You have 21 list items, 0 table rows, 0 table headers. Convert features into <ul> lists and data into <table> elements to help AI models extract structured information.

🏷️ 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

54
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability54/100 — 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

26%
🗑️ 74%
Useful Content (13.8 KB)Bloat (38.6 KB)
Token Bloat Ratio3.8× — Lean

Multimodal Readiness

Visual Context42% Optimized for Vision
Image Alt Coverage10 / 24 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 42% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

30 Entropy
Poor Token Bloat: High
Noise Ratio: 73.6% · SNR: 0.36 · Signal: 3535 / Noise: 9869 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 etsu.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 document outlines the governance structure and policies of the College of Arts and Sciences at ETSU, focusing on faculty
Target Audience
Faculty members, administrators, and students within the College of Arts and Sciences.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Robust governance structure and faculty involvement in key academic decisions.
📊 Content Depth
5/10
⚡ Key Pain Points
• Complex committee structures and procedures
• Lack of clarity regarding faculty roles and responsibilities
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

AI-Readiness Score50/100
ServerApache
CDN
HTTP Status200
Load Time1374 ms
Raw HTML Size52.4 KB
Visible Text Size13.8 KB

Performance & Speed

62/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1374 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

513
DOM nodes
52 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

83/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.etsu.edu/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

104
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 45/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for etsu.edu
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/etsu.edu" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=etsu.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 104 pages · Deep-10

Homepage ACRI
45
Single-page score
+1
Consistent readability
Δ delta
Site-Wide ACRI
47
Avg across 104 pages · Range 0–90
Topical Cohesion
15%
Topical Drift
TF-IDF cosine similarity
Total Words
33395
Avg Bloat
87.4×
RAG Fractures [?]
2
⚠️
2 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 2 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://www.etsu.edu/cas/communication-studies-storytelling/resources/faq.php
Frequently Asked Questions
blog 90 8.7× 1472
https://www.etsu.edu/cas/music/resources/scholarships.php
Scholarships
blog 90 3.6× 3321
https://www.etsu.edu/financial-aid-and-scholarships/plan/debtmanage.php
Debt Management Guide
pricing 85 9.2× 1013 💰 Pricing
https://www.etsu.edu/foundation/articles/ethics.php
Code of Ethics
pricing 85 7.5× 971 💰 Pricing
https://www.etsu.edu/cph/cvdappalachia/articles/newsarticle1052018.php
Understanding Cardiovascular Diseases: A Fact Sheet
blog 85 9.6× 809
https://www.etsu.edu/cas/lcrc/about/mission.php
Mission/Vision/History
about 85 7.3× 1047
https://www.etsu.edu/cas/lcrc/espanol/about/awards.php
Premios y becas
about 85 8.5× 857
https://www.etsu.edu/cas/lcrc/espanol/about/mission.php
Visin/Misin
about 85 7.7× 990
https://www.etsu.edu/cas/litlang/resources/organizations.php
Student Organizations
blog 85 9.3× 723
https://www.etsu.edu/cas/litlang/resources/scholarships.php
Scholarships
pricing 85 6.7× 1364 💰 Pricing
https://www.etsu.edu/cas/theatre/resources/scholarships.php
Scholarships
pricing 85 5.2× 2220 💰 Pricing
https://www.etsu.edu/cas/biology/resources/scholarships.php
Scholarships
pricing 85 7.3× 1529 💰 Pricing
https://www.etsu.edu/cas/about/constitution.php
College Constitution
pricing 85 5.8× 1487 💰 Pricing
https://www.etsu.edu/cas/about/mission.php
Mission, Goals and Strategic Plan
pricing 85 6.8× 1365 💰 Pricing
https://www.etsu.edu/cas/cass/archives/about/history.php
Archives History
about 85 7.0× 1366
https://www.etsu.edu/cas/art/resources/international.php
Arts - International Study
blog 75 12.0× 524
https://www.etsu.edu/cas/about/committees.php
College Committees
pricing 75 14.6× 583 💰 Pricing
https://www.etsu.edu/cas/biology/resources/trail.php
Phenology Trail
pricing 75 11.0× 706 💰 Pricing
https://www.etsu.edu/cas/art/resources/scholarships.php
Art Scholarships
pricing 75 12.2× 739 💰 Pricing
https://www.etsu.edu/cas/communication-studies-storytelling/resources/scholarships.php
Scholarships
blog 75 12.1× 628
Showing 20 of 100 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
/cas/ 79 51 0% 95.6× High JS Bloat
/foundation/ 6 45 0% 170.3× High JS Bloat
/financial-aid-and-scholarships/ 5 59 0% 64.8× High JS Bloat
/cph/ 2 61 0% 69.5× High JS Bloat
/pricing/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 0 0% 0.0× Low AI Readiness
/reg/ 1 66 0% 16.1× High JS Bloat
/cbat/ 1 60 0% 28.1× High JS Bloat
/faq/ 1 0 0% 0.0× Low AI Readiness
🔄 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/etsu.edu

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

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📊 Semantic Share of Voice

How often would an AI cite etsu.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 etsu.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": "Etsu",
  "url": "https://etsu.edu",
  "logo": "https://etsu.edu/_resources14/19t_favicons/apple-touch-icon-57x57.png?v=2020-3-5",
  "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": "Etsu",
  "url": "https://etsu.edu",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://etsu.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 Etsu?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Etsu does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Etsu work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Etsu."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
66
Projected Score
79
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
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