uwgb.edu 70 B
🛡️ SEO 41 🤖 GEO 83 ⚡ Perf 65 🏗️ Arch 89

uwgb.edu — Global SEODiff Score 70/100

uwgb.edu
📊

At 75/100, the ACRI for uwgb.edu indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. In the education sector, uwgb.edu outperforms the average (57), suggesting strong competitive positioning in AI search. Content is delivered server-side, meaning bots and AI agents can parse the full page without executing JavaScript. Token bloat registers at 5.4× — acceptable, but reducing inline scripts and redundant markup could yield measurable gains. No structured data was detected, which means AI systems must infer all entities and relationships from raw HTML alone. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

70
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (41) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 7 snapshots
Feb 23 Mar 21
🔔 Recent AI Indexing Activity
🔄 Mar 21 Content change detected
🔄 Mar 16 Content change detected
Does your site score higher than uwgb.edu?
Run the same 40-signal audit on your own domain — free, instant results.
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)41 × 0.25 = 10.2
🤖 AI Readiness / GEO (40% weight)83 × 0.40 = 33.2
⚡ Performance (20% weight)65 × 0.20 = 13.0
🏗️ Architecture & Trust (15% weight)89 × 0.15 = 13.3
Weighted sum = 10.2 + 33.2 + 13.0 + 13.3
Global SEODiff Score = 70 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
74
Structure
avg 35
0
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 2%
Rank #19033
+18 pts
Gap
AI (ACRI)
Top 19%
Score 75/100

uwgb.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 uwgb.edu ranks here

Tech stackCustom / Proprietary
Industryeducation
RenderingSSR
Schema coverage0 blocks
Token bloat5.4×

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

41/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

19 chars
Too short

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

0 chars
Missing

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 14
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.uwgb.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 — Built to Rise at UW-Green Bay
  • ✓ og:description — Rising Phoenix gave Elena Talingo a launchpad—she turned it into a liftoff. Her early start and two high impact internships are shaping her future in supply chain management.
  • ✓ 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

83/100 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, melbourneschool.com (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 →
uwgb.edu
63
Your ACRI Score
86
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. melbourneschool.com 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 74/100 — Good
Structured Elements 242 elements (242 lists, 0 rows, 0 headers)
Total Words1483
Raw Density16.3%

🏷️ 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

65
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability65/100 — 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

18%
🗑️ 82%
Useful Content (27.3 KB)Bloat (120.7 KB)
Token Bloat Ratio5.4× — Normal

Multimodal Readiness

Visual Context75% Optimized for Vision
Image Alt Coverage12 / 16 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: 81.6% · SNR: 0.23 · Signal: 6986 / Noise: 30900 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 uwgb.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
UW-Green Bay offers a wide range of academic programs and learning opportunities, including online courses, professional development, and early college
Target Audience
Students, adult learners, prospective students, alumni, community members, and individuals seeking professional development.
Pricing Model
Tuition varies based on program type (undergraduate, graduate, online), residency status, and financial aid. Offers early college pathways and flexible learning options to save time and money.
🏆 Competitive Moat
Strong institutional history and legacy combined with a commitment to sustainability and a diverse range of learning options create a unique and resilient educational ecosystem.
📊 Content Depth
5/10
🔄 Programmatic SEO Signals
Explore GB
⚡ Key Pain Points
• Limited SEO visibility for specific programs
• Lack of detailed information on online learning options
• Potential difficulty for first-generation students to navigate the college application process
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

AI-Readiness Score50/100
ServerMicrosoft-IIS/10.0
CDN
HTTP Status200
Load Time654 ms
Raw HTML Size148.0 KB
Visible Text Size27.3 KB

Performance & Speed

65/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

654 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1188
DOM nodes
148 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → no-cache, no-store
  • ✗ 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

89/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

260
internal links
28
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 63/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for uwgb.edu
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/uwgb.edu" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=uwgb.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 126 pages · Deep-10

Homepage ACRI
63
Single-page score
-13
Moderate hidden bloat
Δ delta
Site-Wide ACRI
50
Avg across 126 pages · Range 0–67
🔍
Hidden Bloat Detected

Homepage scores 63, but internal pages average only 50 — a -13-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
7%
Topical Drift
TF-IDF cosine similarity
Total Words
65060
Avg Bloat
64.2×
Page Type ACRI Token Bloat Words Status
https://www.uwgb.edu/study-abroad/plan/academic-advising/
Academic Advising - Plan Your Trip - Study Abroad - UW-Green Bay
pricing 67 17.5× 2196 💰 Pricing
https://www.uwgb.edu/study-abroad/plan/grants-scholarships/
Grants & Scholarships - Plan Your Trip - Study Abroad - UW-Green Bay
pricing 67 15.0× 2557 💰 Pricing
https://www.uwgb.edu/sis/help/
Help - SIS - UW-Green Bay
support 67 15.3× 2098
https://www.uwgb.edu/study-abroad/plan/
Plan Your Trip - Study Abroad - UW-Green Bay
pricing 59 50.7× 642
https://www.uwgb.edu/housing/guides/move-in/
Move-in - Moving Guides - Housing - UW-Green Bay
pricing 59 32.5× 1021 💰 Pricing
https://www.uwgb.edu/sbdc/articles/
Business Articles - SBDC - UW-Green Bay
pricing 59 25.0× 1325 💰 Pricing
https://www.uwgb.edu/ctec/plans/
Building Plans - Cofrin Technology & Education Center - UW-Green Bay
pricing 59 51.6× 573
https://www.uwgb.edu/social-work/about/
About - Social Work - UW-Green Bay
about 59 29.3× 1232
https://www.uwgb.edu/certified-direct-care-professional/resources/
Resources - CDCP - UW-Green Bay - UW-Green Bay
pricing 59 40.0× 944 💰 Pricing
https://www.uwgb.edu/environmental-science-policy/about/
About - MS Environmental Science & Policy - UW-Green Bay
about 59 50.0× 637
https://www.uwgb.edu/csb/about/
About - Cofrin School of Business - UW-Green Bay
pricing 59 49.4× 682 💰 Pricing
https://www.uwgb.edu/about/
About - UW-Green Bay
about 59 44.3× 669
https://www.uwgb.edu/engineering/about/
About - Resch School of Engineering - UW-Green Bay
pricing 59 37.6× 833 💰 Pricing
https://www.uwgb.edu/biodiversity/about/
About - Cofrin Center for Biodiversity - UW-Green Bay
about 59 54.3× 557
https://www.uwgb.edu/education/about/
About - Education - UW-Green Bay
about 59 57.8× 540
https://www.uwgb.edu/emba/about/
About - Impact MBA - UW-Green Bay
pricing 59 39.2× 804 💰 Pricing
https://www.uwgb.edu/geoscience/about/
About - Geoscience - UW-Green Bay
about 59 59.4× 530
https://www.uwgb.edu/embi/about/
About - EMBI - UW-Green Bay
pricing 59 47.7× 696 💰 Pricing
https://www.uwgb.edu/water-science/about/
About - Water Science - UW-Green Bay
about 59 53.5× 590
https://www.uwgb.edu/mathematics/about/
About - Mathematics & Statistics - UW-Green Bay
about 59 43.7× 717
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
/about/ 5 57 0% 53.7× High JS Bloat
/housing/ 4 52 0% 78.6× High JS Bloat
/study-abroad/ 3 64 0% 27.7× High JS Bloat
/it/ 2 44 0% 90.4× High JS Bloat
/engineering/ 2 54 0% 52.3× High JS Bloat
/accessibility/ 2 54 0% 64.4× High JS Bloat
/student-billing/ 2 42 0% 207.4× High JS Bloat
/features/ 1 0 0% 0.0× Low AI Readiness
/embi/ 1 59 0% 47.7× High JS Bloat
/watershed/ 1 49 0% 70.7× High JS Bloat
/ms-biodiversity/ 1 49 0% 81.7× High JS Bloat
/pricing/ 1 0 0% 0.0× Low AI Readiness
/certified-direct-care-professional/ 1 59 0% 40.0× High JS Bloat
/info-tech/ 1 59 0% 51.7× High JS Bloat
/ms-leadership-teaching/ 1 59 0% 47.1× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 126 pages
uwgb.sharepoint.com ×117
portal.microsoftonline.com ×117
weidnercenter.com ×117
wisconsin.edu ×117
lnkd.in ×117
calendar.uwgb.edu ×117
uwgreenbay.ca1.qualtrics.com ×117
hrs.wisconsin.edu ×117
🔄 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/uwgb.edu

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

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📊 Semantic Share of Voice

How often would an AI cite uwgb.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 uwgb.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": "Uwgb",
  "url": "https://uwgb.edu",
  "logo": "https://uwgb.edu/favicon-32x32.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": "Uwgb",
  "url": "https://uwgb.edu",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://uwgb.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 Uwgb?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Uwgb does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Uwgb work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Uwgb."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
75
Projected Score
91
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
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