iese.edu 77 B
🛡️ SEO 75 🤖 GEO 88 ⚡ Perf 47 🏗️ Arch 93

iese.edu — Global SEODiff Score 77/100

iese.edu
📊

Among all indexed domains, iese.edu ranks in the top echelon with an ACRI of 86, demonstrating that its content is highly visible to AI systems. In the education sector, iese.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. The token bloat ratio sits at a lean 3.7×, meaning the ratio of code to visible content is efficient — crawlers spend their token budget on actual information. The site includes 2 schema blocks, providing adequate structured data for basic entity recognition. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

77
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (47) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Mar 19, 2026 · 📋 API
📈 ACRI Trend 7 snapshots
Feb 23 Mar 19
🔔 Recent AI Indexing Activity
🔄 Mar 19 Content change detected
Does your site score higher than iese.edu?
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)75 × 0.25 = 18.8
🤖 AI Readiness / GEO (40% weight)88 × 0.40 = 35.2
⚡ Performance (20% weight)47 × 0.20 = 9.4
🏗️ Architecture & Trust (15% weight)93 × 0.15 = 13.9
Weighted sum = 18.8 + 35.2 + 9.4 + 13.9
Global SEODiff Score = 77 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
77
Structure
avg 35
44
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 4%
Rank #41377
Aligned
Gap
AI (ACRI)
Top 1%
Score 86/100

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

Why iese.edu ranks here

Tech stackWordPress
Industryeducation
RenderingSSR
Schema coverage2 blocks
Token bloat3.7×

Fastest improvements

  • You’re already in decent shape — the next moat is monitoring drift over time.
  • 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

75/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

64 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

135 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 11
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.iese.edu/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en-US
  • ✅ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — IESE Business School: MBAs & Executive Education | #1 FT since 2015
  • ✓ og:description — IESE Business School is a global business school offering MBA and Executive Education programs. Ranked #1 in world by FT since 2015.
  • ✓ og:image — preview
  • ✓ 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

88/100 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 →
iese.edu
76
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 0%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 77/100 — Good
Structured Elements 250 elements (250 lists, 0 rows, 0 headers)
Total Words1409
Raw Density17.7%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks2 block(s) — Basic (low value for AI)

Schema Coverage Map

3/7 schema types detected
✅ Organization
❌ Product/Service
✅ Breadcrumb
❌ FAQ
❌ Article
✅ WebSite
💡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.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.

📐 AI Efficiency Metrics Docs

79
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability79/100 — AI models can easily extract answers from this page
Crawl CostMedium (50/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

27%
🗑️ 73%
Useful Content (67.1 KB)Bloat (180.7 KB)
Token Bloat Ratio3.7× — Lean

Multimodal Readiness

Visual Context63% Optimized for Vision
Image Alt Coverage27 / 43 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

32 Entropy
Poor Token Bloat: High
Noise Ratio: 72.9% · SNR: 0.37 · Signal: 17184 / Noise: 46251 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 iese.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 details the quality assurance processes and regulatory framework of IESE Business School, focusing on curriculum evaluation, accreditation, and
Target Audience
University administrators, accreditation agencies, faculty members, prospective students, and students with disabilities.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Comprehensive regulatory framework and accreditation processes for business education programs, combined with a strong commitment to inclusivity and student support.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Analytical processesSupport processesRecognition and transfer of creditsNormative of the governing bodies of academic centers
⚡ Key Pain Points
• Complex regulatory documentation
• Lack of accessible materials for students with disabilities
• Need for individualized support for students with special educational needs
Analyzed by SEODiff AI · 2026-03-06

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Server
CDN
HTTP Status200
Load Time1730 ms
Raw HTML Size247.8 KB
Visible Text Size67.1 KB

Performance & Speed

47/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1730 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1321
DOM nodes
248 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ 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

93/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

281
internal links
11
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-US
  • ✓ 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 76/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for iese.edu
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/iese.edu" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=iese.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 79 pages · Deep-10

Homepage ACRI
76
Single-page score
-10
Moderate hidden bloat
Δ delta
Site-Wide ACRI
67
Avg across 79 pages · Range 44–80
Topical Cohesion
13%
Topical Drift
TF-IDF cosine similarity
Total Words
49653
Avg Bloat
51.9×
Page Type ACRI Token Bloat Words Status
https://www.iese.edu/stories/10-ways-artificial-intelligence-is-transforming-management/
10 Ways Artificial Intelligence Is Transforming Management | IESE
pricing 80 17.5× 1650 💰 Pricing
https://www.iese.edu/stories/2021-year-reuniting/
2021, a year of reuniting | IESE
other 72 44.5× 616
https://www.iese.edu/stories/board-directors-management-corporate-governance-conference/
Trust between boards of directors and management key in uncertain times | IESE
other 72 33.3× 806
https://www.iese.edu/stories/2017s-10-most-viewed-insights-from-ieses-knowledge-portal/
 2017's 10 Most Viewed Insights from IESE's Knowledge Portal | IESE
blog 72 41.1× 655
https://www.iese.edu/stories/40under40-groundbreakers/
40under40 Groundbreakers | IESE Business School
other 72 40.7× 643
https://www.iese.edu/stories/six-keys-excellent-directors/
Six keys for excellent directors | IESE Business School
pricing 72 35.6× 737 💰 Pricing
https://www.iese.edu/stories/ft-ranks-global-executive-mba-worlds-top-10/
FT ranks IESE’s Global Executive MBA in the world´s top 10 | IESE
other 72 45.3× 585
https://www.iese.edu/stories/iese-employment-report/
95% of IESE MBA graduates find employment within 3 months of graduation | IESE
other 72 47.8× 539
https://www.iese.edu/stories/iese-global-alumni-reunion-2019-barcelona/
IESE’s Global Alumni Reunion 2019 kicks off in Barcelona | IESE
other 72 38.0× 695
https://www.iese.edu/stories/5-keys-to-successful-leadership-and-personal-happiness/
5 Keys to Successful Leadership and Personal Happiness | IESE
social-proof 72 34.3× 777
https://www.iese.edu/stories/5-tips-for-making-international-search-funds-work/
5 Tips for Making International Search Funds Work | IESE Business School
other 72 36.0× 726
https://www.iese.edu/stories/5-trends-that-will-shape-the-future-of-leadership-education/
5 Trends that Will Shape the Future of Leadership Education | IESE
other 72 37.7× 671
https://www.iese.edu/stories/5-trends-to-look-out-for-in-your-industry/
5 Trends to Look out for in Your Industry | IESE Business School
other 72 37.4× 702
https://www.iese.edu/stories/500-future-business-leaders-ready-for-the-job-market/
500+ future business leaders ready for the job market | IESE
careers 72 45.6× 560
https://www.iese.edu/stories/500-iese-master-program-students-begin-face-to-face-courses/
More than 500 IESE master program students begin face-to-face courses | IESE
other 72 36.5× 729
https://www.iese.edu/stories/6-leadership-essentials-to-get-through-the-coronavirus-crisis/
6 leadership essentials to get through the coronavirus crisis | IESE
other 72 31.7× 839
https://www.iese.edu/stories/7-principles-for-strategic-wealth-creation/
7 Principles for Strategic Wealth Creation | IESE Business School
other 72 46.3× 548
https://www.iese.edu/stories/7-reasons-why-blended-learning-may-be-your-best-educational-mix/
7 Reasons Why Blended Learning May Be Your Best Educational Mix | IESE
blog 72 36.1× 737
https://www.iese.edu/stories/7-sectors-to-watch-in-2017/
7 Sectors to Watch in 2017 | IESE Business School
pricing 72 25.6× 1059 💰 Pricing
https://www.iese.edu/stories/artificial-intelligence-business-potential-risks/
Artificial intelligence: For businesses, great potential and great risks | IESE
other 72 35.0× 760
Showing 20 of 79 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
/stories/ 56 70 0% 42.4× High JS Bloat
/about/ 21 56 0% 79.2× High JS Bloat
/library/ 1 67 0% 22.1× High JS Bloat
/jobs/ 1 67 0% 40.9× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 79 pages
intranet.iese.edu ×79
giving.iese.edu ×79
blog.iese.edu ×79
alumni.iese.edu ×79
youtube.com ×79
instagram.com ×79
iesepublishing.com ×79
ieseshop.com ×79
🔄 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/iese.edu

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

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Domain ACRI AI Score Tech Stack Token Bloat Schema
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📊 Semantic Share of Voice

How often would an AI cite iese.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 iese.edu. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

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 Iese?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Iese does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Iese work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Iese."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
86
Projected Score
89
Improvement
+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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