restofworld.org 46 D
🛡️ SEO 46 🤖 GEO 76 ⚡ Perf 52 🏗️ Arch 90

restofworld.org — Global SEODiff Score 46/100

restofworld.org
📊

With only 15/100 on the AI-Readiness Index, restofworld.org is at severe risk of being overlooked by AI-powered search and answer engines. Compared to other infrastructure sites (avg score: 57), restofworld.org is trailing the benchmark, indicating room for competitive improvement. Content is delivered server-side, meaning bots and AI agents can parse the full page without executing JavaScript. A 6.8× bloat ratio is typical for sites in this tech tier — not wasteful, but streamlining could further boost extractability. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. All major AI crawlers (GPTBot, ClaudeBot, CCBot, Google-Extended) are restricted by robots.txt — the site has limited accessibility to AI search.

46
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (46) has the most room for improvement.
🎯 Top Fix: Allow GPTBot + ClaudeBot in robots.txt → lift the score cap
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 30 snapshots
Feb 22 Mar 21
🔔 Recent AI Indexing Activity
🔄 Mar 21 Content change detected
🔄 Mar 20 Content change detected
🔄 Mar 20 Content change detected
🔄 Mar 18 Content change detected
📈 Mar 16 ACRI +1 (47→48)
Does your site score higher than restofworld.org?
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)46 × 0.25 = 11.5
🤖 AI Readiness / GEO (40% weight)76 × 0.40 = 30.4
⚡ Performance (20% weight)52 × 0.20 = 10.4
🏗️ Architecture & Trust (15% weight)90 × 0.15 = 13.5
Weighted sum = 11.5 + 30.4 + 10.4 + 13.5
⚠️ Fatal multiplier: All major AI bots blocked → ×0.5
Global SEODiff Score = 46 (D)
🚫
Gatekeeper Rule: Score cannot exceed 15. Both GPTBot and ClaudeBot are blocked in robots.txt. No major AI assistant can cite this site. Allow at least one major AI crawler to lift the cap. See Bot Access →
📊 ACRI Sub-Scores (AI Readiness Detail)
20
Bot Access
avg 92
100
Rendering
avg 93
36
Structure
avg 35
42
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 2%
Rank #24510
+65 pts
Gap
AI (ACRI)
Top 67%
Score 15/100

restofworld.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 restofworld.org ranks here

Tech stackWordPress
RenderingSSR
Schema coverage1 blocks
Token bloat6.8×

Fastest improvements

  • Allow GPTBot in robots.txt so AI crawlers can access your pages (see Crawl Access).
  • Allow ClaudeBot (many assistants rely on it) — blocking it often correlates with “AI invisibility.”
  • 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

46/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

45 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

99 chars
Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 0
  • ✓ Has <h2> headings — found 33
  • ✗ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — Rest of World
  • ✓ og:description — We’re a global nonprofit publication covering the impact of technology beyond the Western bubble.
  • ✓ 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

76/100 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 infrastructure sector, safely.co.jp (ACRI: 90) 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 →
restofworld.org
48
Your ACRI Score
90
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. safely.co.jp has schema coverage of 3 blocks and uses WordPress. 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)
Blocked
ClaudeBot (Anthropic)
Blocked
CCBot (Common Crawl)
Blocked
Google-Extended
Blocked
Googlebot
Allowed
💡GPTBot is blocked. To appear in ChatGPT citations, add Allow: / under User-agent: GPTBot in your robots.txt.
💡ClaudeBot is blocked. To be cited by Claude, allow ClaudeBot in robots.txt.

👻 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 36/100 — Low
Structured Elements 83 elements (83 lists, 0 rows, 0 headers)
Total Words2141
Raw Density3.9%
💡Low structure score (36/100). Your content appears as a wall of text with few structured HTML elements. You have 83 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 ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks1 block(s) — Basic (low value for AI)

Schema Coverage Map

2/7 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.
💡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.

📐 AI Efficiency Metrics Docs

61
AI Extractability
Low
Crawl Cost
Critical
Blocklist Risk
Extractability61/100 — AI models can partially extract answers from this page
Crawl CostLow (30/100) — efficient for AI crawlers to process
Blocklist RiskCritical — 4 of 5 AI crawlers blocked

Token Bloat Research

14%
🗑️ 86%
Useful Content (24.3 KB)Bloat (140.8 KB)
Token Bloat Ratio6.8× — Normal

Multimodal Readiness

Visual Context84% Optimized for Vision
Image Alt Coverage56 / 67 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: 85.3% · SNR: 0.17 · Signal: 6214 / Noise: 36035 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 restofworld.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
Rest of World is hiring a Chief Audience Officer to expand its reach and impact by developing audience growth and
Target Audience
Media professionals, audience development specialists, digital marketing managers, editorial teams, and nonprofit organizations.
Pricing Model
Not applicable - Nonprofit organization.
🔗 Integration Partners
SmartNewsFlipboardLinkedInTikTokInstagramFacebook
🏆 Competitive Moat
Strategic audience development and a deep understanding of global tech journalism trends, combined with a commitment to mission-driven impact.
📊 Content Depth
7/10
🔄 Programmatic SEO Signals
Integration directory pagesTemplate comparison pages
⚡ Key Pain Points
• Thin landing pages for features
• No structured FAQ schema
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Servernginx
CDN
HTTP Status200
Load Time517 ms
Raw HTML Size165.0 KB
Visible Text Size24.3 KB

Performance & Speed

52/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

517 ms
Acceptable — room for improvement

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

📦 Page Weight

1515
DOM nodes
165 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=106, must-revalidate
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 Tracker Tax

1
tracker scripts
1
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
googletagmanager.com
📐 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

90/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

252
internal links
10
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 48/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for restofworld.org
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/restofworld.org" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=restofworld.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 112 pages · Deep-10

Homepage ACRI
48
Single-page score
+12
Subpages outperform homepage
Δ delta
Site-Wide ACRI
60
Avg across 112 pages · Range 0–85
Topical Cohesion
18%
Topical Drift
TF-IDF cosine similarity
Total Words
76282
Avg Bloat
38.5×
RAG Fractures [?]
3
⚠️
3 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 3 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://restofworld.org/about/hiring/chief-audience-officer/
Rest of World is hiring a Chief Audience Officer - Rest of World
pricing 85 7.6× 1172 💰 Pricing
https://restofworld.org/about/privacy-policy/
Privacy Policy - Rest of World
pricing 85 8.9× 991 💰 Pricing
https://restofworld.org/2026/gig-workers-us-military-appen/
Gig workers in Africa had no idea they were helping the U.S. military - Rest of World
pricing 85 6.4× 2422 💰 Pricing
https://restofworld.org/2026/ai-government-regulation-tech-giants/
AI is moving power from governments to tech companies - Rest of World
pricing 85 9.0× 1440 💰 Pricing
https://restofworld.org/2026/immigrant-women-founders-vc/
Immigrant women founders face bias in Silicon Valley - Rest of World
pricing 85 10.0× 1348 💰 Pricing
https://restofworld.org/awards-recognition/
Awards & Recognition - Rest of World
other 85 8.8× 1117
https://restofworld.org/2026/ai-whistleblower-psst-mary-inman/
The next AI whistleblower could come from anywhere, legal advocate Mary Inman says - Rest of World
pricing 85 9.6× 1260 💰 Pricing
https://restofworld.org/style-guide/
Rest of World Style Guide
blog 82 4.0× 2777
https://restofworld.org/about/hiring/regional-editor-south-asia/
Regional Editor, South Asia - Rest of World
pricing 75 11.8× 675 💰 Pricing
https://restofworld.org/about/ethics-editorial-policies/
Ethics & Editorial Standards - Rest of World
pricing 75 10.5× 817 💰 Pricing
https://restofworld.org/about/hiring/reporter-middle-east/
Reporter, Middle East - Rest of World
pricing 75 10.2× 805 💰 Pricing
https://restofworld.org/about/conflict-of-interest-policy/
Conflict of Interest Policy - Rest of World
pricing 75 13.0× 634 💰 Pricing
https://restofworld.org/2026/big-tech-backlash-alternatives-upscrolled/
U.S tech backlash grows as countries and startups seek alternatives - Rest of World
pricing 75 11.6× 1057 💰 Pricing
https://restofworld.org/2026/us-tech-corp-ai-volunteers/
Washington “Tech Corps” volunteers to globally promote American AI - Rest of World
pricing 75 15.2× 764 💰 Pricing
https://restofworld.org/2026/ai-deepfakes-grief-celebrations-india/
AI deepfakes for grief and celebrations are growing in India - Rest of World
pricing 75 11.7× 1459 💰 Pricing
https://restofworld.org/2026/temus-raids-fines/
China’s Temu faces regulatory issues over discounts and pricing - Rest of World
pricing 75 14.5× 874 ⚠️ RAG Fracture
https://restofworld.org/2026/wall-dancers-china-internet-book/
To understand China, understand the Chinese internet - Rest of World
pricing 75 10.9× 1168 💰 Pricing
https://restofworld.org/2026/social-media-age-verification-tools/
Social media ban: Can AI age checks truly protect kids? - Rest of World
pricing 75 10.3× 1212 💰 Pricing
https://restofworld.org/2026/chinas-ai-giants-launch-red-envelope-marketing-blitz-for-lunar-new-year/
Alibaba, Tencent, Baidu launch marketing blitz for Lunar New Year - Rest of World
pricing 75 11.2× 1172 💰 Pricing
https://restofworld.org/2026/india-ai-summit-open-source-sovereignty-mozilla-investment/
India’s AI sovereignty: Why open source is the new infrastructure - Rest of World
pricing 75 13.7× 853 💰 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
/2026/ 39 75 0% 13.2× High JS Bloat
/about/ 20 61 0% 35.2× High JS Bloat
/region/ 11 62 0% 117.4× High JS Bloat
/donate/ 8 60 0% 20.8× High JS Bloat
/newsletters/ 4 42 0% 98.2× High JS Bloat
/pages/ 3 73 0% 13.8× High JS Bloat
/platforms/ 1 44 0% 84.2× High JS Bloat
/products/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/style-guide/ 1 82 0% 4.0× Healthy
/stat-of-the-day/ 1 57 0% 26.5× High JS Bloat
/subscribe/ 1 44 0% 79.8× High JS Bloat
/features/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
/contributors/ 1 72 0% 16.4× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 112 pages
twitter.com ×103
whatsapp.com ×103
bsky.app ×103
linkedin.com ×103
instagram.com ×103
open.spotify.com ×103
donorbox.org ×9
reuters.com ×9
🔄 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/restofworld.org

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

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📊 Semantic Share of Voice

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

Allow GPTBot in robots.txt
High Impact ⏱ 2 min
GPTBot is blocked — your content cannot appear in ChatGPT citations. Add this to your robots.txt:
text
User-agent: GPTBot
Allow: /

User-agent: ChatGPT-User
Allow: /
Allow ClaudeBot in robots.txt
Medium Impact ⏱ 2 min
ClaudeBot is restricted — Claude may not be able to cite your content. Many AI assistants rely on it.
text
User-agent: ClaudeBot
Allow: /

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

Projected Impact

ROI EST.

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

Current Score
15
Projected Score
34
Improvement
+19 pts
Allow GPTBot +8 pts
Allow ClaudeBot +5 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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