worldbank.org 59 D
🛡️ SEO 34 🤖 GEO 72 ⚡ Perf 59 🏗️ Arch 67

worldbank.org — Global SEODiff Score 59/100

worldbank.org
📊

worldbank.org shows strong AI visibility with an ACRI of 66/100, outperforming 57% of indexed domains. Compared to other saas sites (avg score: 57), worldbank.org performs above the benchmark, 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. With a 2.0× 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.

59
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (34) has the most room for improvement.
🎯 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 19 ACRI +7 (35→42)
🔄 Mar 15 Content change detected
🔄 Mar 11 Content change detected
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)34 × 0.25 = 8.5
🤖 AI Readiness / GEO (40% weight)72 × 0.40 = 28.8
⚡ Performance (20% weight)59 × 0.20 = 11.8
🏗️ Architecture & Trust (15% weight)67 × 0.15 = 10.0
Weighted sum = 8.5 + 28.8 + 11.8 + 10.0
Global SEODiff Score = 59 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
97
Rendering
avg 93
24
Structure
avg 35
0
Schema
avg 9
65
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 0.1%
Rank #897
+43 pts
Gap
AI (ACRI)
Top 43%
Score 66/100

worldbank.org 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 worldbank.org ranks here

Tech stackAdobe Experience Manager
Industrysaas
RenderingHybrid
Schema coverage0 blocks
Token bloat2.0×

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

34/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

72 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

136 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 0
  • ✗ Has <h2> headings — found 0
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.worldbank.org/ext/en/home
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✗ HTML lang attribute
  • ✗ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — World Bank Group - International Development, Poverty and Sustainability
  • ✓ og:description — With 189 member countries, the World Bank Group is a unique global partnership fighting poverty worldwide through sustainable solutions.
  • ✓ 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

72/100 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 saas sector, smahospital.jp (ACRI: 84) 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 →
worldbank.org
42
Your ACRI Score
84
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. smahospital.jp has schema coverage of 1 blocks and uses Next.js. 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 10%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 24/100 — Low
Structured Elements 14 elements (14 lists, 0 rows, 0 headers)
Total Words820
Raw Density1.7%
💡Low structure score (24/100). Your content appears as a wall of text with few structured HTML elements. You have 14 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

51
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability51/100 — AI models can partially extract answers from this page
Crawl CostLow (10/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

50%
🗑️ 50%
Useful Content (23.7 KB)Bloat (22.7 KB)
Token Bloat Ratio2.0× — Lean

Multimodal Readiness

Visual Context13% Optimized for Vision
Image Alt Coverage1 / 8 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 13% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

75 Entropy
Good Token Bloat: Low
Noise Ratio: 49.0% · SNR: 1.04 · Signal: 6062 / Noise: 5824 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 worldbank.org 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
Provides climate risk and resilience solutions through the development of tools and platforms, including the Resilience Booster Tool, to support climate-informed decision-making and investment planning.
Target Audience
Policy makers, practitioners, development agencies, climate resilience specialists, and government officials in Africa, Asia, and Latin America.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Deep expertise in climate change, migration, and resilience, combined with the development of practical tools and platforms for climate-informed decision-making.
📊 Content Depth
6/10
⚡ Key Pain Points
• Lack of accessible climate information products and services
• Need for improved capacity to integrate climate risks into investment decisions
• Difficulty in mobilizing climate financing
Analyzed by SEODiff AI · 2026-03-19

🔧 Tech Stack

AI-Readiness Score65/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time1162 ms
Raw HTML Size46.4 KB
Visible Text Size23.7 KB

Performance & Speed

59/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1162 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

897
DOM nodes
46 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=7200, must-revalidate
  • ✓ CDN cache status → HIT
  • ✓ CDN detected → cloudflare

🔬 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

67/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

35
internal links
17
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
  • ✓ 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 42/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for worldbank.org
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/worldbank.org" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=worldbank.org" 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 388 pages · Deep-10

Homepage ACRI
42
Single-page score
+11
Subpages outperform homepage
Δ delta
Site-Wide ACRI
53
Avg across 388 pages · Range 0–85
Topical Cohesion
8%
Topical Drift
TF-IDF cosine similarity
Total Words
232511
Avg Bloat
26.6×
RAG Fractures [?]
9
⚠️
9 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 9 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.worldbank.org/en/about/people/k/kanta-kumari-rigaud
Kanta Kumari Rigaud
about 85 7.9× 796
https://www.worldbank.org/en/programs/govindicators/documentation
Documentation | Worldwide Governance Indicators
pricing 82 4.7× 2287 💰 Pricing
https://www.worldbank.org/en/about/annual-report/results-by-region
Results by Region
pricing 82 3.7× 4996 💰 Pricing
https://www.worldbank.org/en/about/annual-report/world-bank
World Bank (IBRD/IDA)
pricing 82 3.9× 5792 ⚠️ RAG Fracture
https://www.worldbank.org/en/about/annual-report/ifc
International Finance Corporation (IFC)
pricing 82 4.9× 3775 ⚠️ RAG Fracture
https://www.worldbank.org/en/about/annual-report/results-by-theme
Results by Theme
pricing 82 3.2× 6486 💰 Pricing
https://www.worldbank.org/en/about/annual-report-2023/regional-engagements
Regional Engagements
pricing 82 3.0× 12472 ⚠️ RAG Fracture
https://www.worldbank.org/en/about/annual-report-2022/deploying-resources-strategically
Deploying Resources Strategically
pricing 82 4.7× 3839 💰 Pricing
https://www.worldbank.org/en/about/annual-report-2019/leadership-perspectives
Leadership Perspectives
pricing 82 4.7× 3302 💰 Pricing
https://www.worldbank.org/en/about/annual-report-2022/regional-engagements
Regional Engagements
pricing 82 3.1× 12289 ⚠️ RAG Fracture
https://www.worldbank.org/en/about/annual-report-2022/development-goals-amid-crisis
Working Toward Development Goals amid Crisis
pricing 82 2.7× 12032 💰 Pricing
https://www.worldbank.org/en/about/annual-report-2024/results-by-theme
Results by Theme
pricing 82 3.2× 7327 💰 Pricing
https://www.worldbank.org/en/about/unit/treasury/ibrd-financial-products
IBRD Financial Products
pricing 77 9.6× 5048 💰 Pricing
https://www.worldbank.org/en/about/annual-report/icsid
International Centre for Settlement of Investment Disputes (ICSID)
pricing 77 6.6× 2137 💰 Pricing
https://www.worldbank.org/en/about/unit/legal_vice_presidency/services
Legal Vice Presidency
pricing 77 9.1× 880 💰 Pricing
https://www.worldbank.org/en/about/leadership/brief/targeted-review-of-the-ifc-miga-independent-accountability-mechanism-cao-policy
Targeted Review of the IFC/MIGA Independent Accountability Mechanism (CAO) Policy
pricing 77 9.3× 839 💰 Pricing
https://www.worldbank.org/en/about/unit/sanctions-system/key-documents
Key Documents
about 77 8.4× 1062
https://www.worldbank.org/en/about/leadership/brief/vsp-information
Information about the Voice Secondment Program
pricing 77 7.7× 1024 💰 Pricing
https://www.worldbank.org/en/programs/anticorruption-for-development/knowledge
Research and Data: Global Program on Anticorruption
pricing 77 8.9× 2580 💰 Pricing
https://www.worldbank.org/en/programs/global-program-on-justice-and-rule-of-law/knowledge
Knowledge
pricing 77 7.6× 4422 💰 Pricing
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
/en/ 360 55 0% 24.7× High JS Bloat
/ja/ 9 40 0% 127.3× High JS Bloat
/hi/ 2 54 0% 27.8× High JS Bloat
/vi/ 2 50 0% 24.9× High JS Bloat
/pt/ 2 61 0% 20.0× High JS Bloat
/about/ 1 49 0% 4.6× Thin Content
/faq/ 1 0 0% 0.0× Low AI Readiness
/th/ 1 50 0% 78.4× High JS Bloat
/hr/ 1 62 0% 17.0× High JS Bloat
/docs/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 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
/integrations/ 1 0 0% 0.0× Low AI Readiness
/contact/ 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/worldbank.org

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

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Domains with a similar tech stack, industry, and AI readiness profile to worldbank.org. Compare side-by-side.

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📊 Semantic Share of Voice

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

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for worldbank.org:

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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