csis.org 49 D
🛡️ SEO 31 🤖 GEO 49 ⚡ Perf 80 🏗️ Arch 35

csis.org — Global SEODiff Score 49/100

csis.org
📊

csis.org struggles with AI visibility, recording a critical ACRI of 18/100 — AI crawlers face significant hurdles extracting its content. Compared to other infrastructure sites (avg score: 57), csis.org is trailing the benchmark, indicating room for competitive improvement. Its server-rendered architecture ensures AI crawlers receive complete HTML on first request, a key advantage for extractability. A tight 2.5× token bloat ratio reflects disciplined markup: minimal noise between the crawler and the content it needs. 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.

49
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (31) has the most room for improvement.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 15, 2026 · 📋 API
📈 ACRI Trend 4 snapshots
Mar 4 Mar 15
🔔 Recent AI Indexing Activity
📉 Mar 4 ACRI -30 (59→29)
Does your site score higher than csis.org?
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)31 × 0.25 = 7.8
🤖 AI Readiness / GEO (40% weight)49 × 0.40 = 19.6
⚡ Performance (20% weight)80 × 0.20 = 16.0
🏗️ Architecture & Trust (15% weight)35 × 0.15 = 5.2
Weighted sum = 7.8 + 19.6 + 16.0 + 5.2
Global SEODiff Score = 49 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
0
Structure
avg 35
0
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 0.8%
Rank #7537
+61 pts
Gap
AI (ACRI)
Top 61%
Score 18/100

csis.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 csis.org ranks here

Tech stackCustom / Proprietary
RenderingSSR
Schema coverage0 blocks
Token bloat2.5×

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

31/100 25 % of Global Score 🟡 Medium Confidence

📝 Title Tag

13 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 0
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✗ Canonical tag present
  • ✓ No noindex directive
  • ✗ Meta viewport set
  • ✗ HTML lang attribute
  • ✗ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✗ og:title
  • ✗ og:description
  • ✗ og:image
  • ✗ 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

49/100 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 →
csis.org
29
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)
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 0/100 — Poor
Structured Elements 0 elements (0 lists, 0 rows, 0 headers)
Total Words15
Raw Density0.0%
💡Low structure score (0/100). Very little extractable text detected (15 words). AI crawlers may be blocked from accessing the real page content — check the Ghost Ratio and Bot Access sections.

🏷️ 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

45
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability45/100 — 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

40%
🗑️ 60%
Useful Content (171 B)Bloat (248 B)
Token Bloat Ratio2.5× — Lean

Multimodal Readiness

Visual ContextNo images detected
Image Alt Coverage0 / 0 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

62 Entropy
Fair Token Bloat: Medium
Noise Ratio: 59.6% · SNR: 0.68 · Signal: 42 / Noise: 62 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 csis.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
The Congressional Foresight Initiative provides expert analysis and strategic insights to members of Congress and their staff, focusing on complex
Target Audience
Congressional staff, legislative aides, members of Congress, policy advisors, and government relations professionals.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Deep expertise in legislative processes and policy analysis combined with a network of experienced professionals, offering a strategic advantage to congressional decision-making.
📊 Content Depth
5/10
🔄 Programmatic SEO Signals
Template comparison pages (e.g., comparing legislative aides' experience)Integration directory pages (e.g., listing expertise areas)
⚡ Key Pain Points
• Lack of structured expertise profiles for legislative staff
• Limited access to a centralized network of experienced policy professionals
Analyzed by SEODiff AI · 2026-02-28

🔧 Tech Stack

AI-Readiness Score50/100
ServerVarnish
CDN
HTTP Status403
Load Time504 ms
Raw HTML Size419 B
Visible Text Size171 B

Performance & Speed

80/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

504 ms
Acceptable — room for improvement

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

📦 Page Weight

10
DOM nodes
0 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

35/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

  • ✗ Sitemap declared in robots.txt
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

0
internal links
0
external links
Very few internal links — crawlers may miss important pages

🔒 Security & Trust

  • ✓ HSTS header (Strict-Transport-Security)
  • ✗ Content-Security-Policy header
  • ✗ HTTP status 200 OK (got 403)

♿ 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 29/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for csis.org
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/csis.org" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=csis.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 1010 pages · Deep-10

Homepage ACRI
29
Single-page score
+22
Subpages outperform homepage
Δ delta
Site-Wide ACRI
52
Avg across 1010 pages · Range 0–85
Topical Cohesion
1%
Topical Drift
TF-IDF cosine similarity
Total Words
255296
Avg Bloat
135.8×
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.csis.org/about/congressional-affairs-csis/congressional-foresight-initiative/2024-2025-congressional-fellows
2024-2025 Congressional Fellows | Congressional Foresight Initiative | CSIS
pricing 85 10.0× 2105 💰 Pricing
https://www.csis.org/about/congressional-affairs-csis/congressional-foresight-initiative/2025-2026-congressional-fellows
2025-2026 Congressional Fellows | Congressional Foresight Initiative | CSIS
about 85 8.7× 2515
https://www.csis.org/news/afghanistan-and-uncertain-metrics-progress-part-4-hold-build-and-transition-challenge
Afghanistan and the Uncertain Metrics of Progress: Part 4: "Hold, Build, and Transition": The Challenge of Development
pricing 85 9.7× 2216 💰 Pricing
https://www.csis.org/news/cohen-nunn-applaud-obama-energy-initiative-call-bipartisan-support
Cohen, Nunn, Applaud Obama Energy Initiative, Call for Bipartisan Support
pricing 85 7.9× 2837 ⚠️ RAG Fracture
https://www.csis.org/programs/former-programs/resources/strategic-forum-highlights
Strategic Forum Highlights | Resources | CSIS
pricing 75 12.0× 1605 💰 Pricing
https://www.csis.org/programs/strategic-technologies-program/resources/government-open-source-software-policies
Government Open Source Software Policies | Resources | CSIS
pricing 75 14.9× 1340 💰 Pricing
https://www.csis.org/about/congressional-affairs-csis/congressional-foresight-initiative/2021-2022-congressional-fellows
2021-2022 Congressional Fellows | Congressional Foresight Initiative | CSIS
pricing 75 10.4× 1900 💰 Pricing
https://www.csis.org/about/congressional-affairs-csis/congressional-foresight-initiative/2023-2024-congressional-fellows
2023-2024 Congressional Fellows | Congressional Foresight Initiative | CSIS
pricing 75 10.0× 2025 💰 Pricing
https://www.csis.org/about/careers-culture/community-service
Community Service | Careers & Culture | CSIS
pricing 75 14.2× 1878 💰 Pricing
https://www.csis.org/news/open-letter-defense-reform-consensus
Open Letter: A Defense Reform Consensus
other 75 14.2× 1387
https://www.csis.org/news/afghanistan-and-uncertain-metrics-progress-part-6-victory-possible-fragile-and-reversible
Afghanistan and the Uncertain Metrics of Progress Part 6: Victory is Possible but 'Fragile and Reversible'
pricing 75 10.5× 2027 💰 Pricing
https://www.csis.org/news/ingenuity-gap-officer-management-21st-century
The Ingenuity Gap: Officer Management in the 21st Century
other 75 14.2× 1430
https://www.csis.org/news/global-security-forum-2014
Global Security Forum 2014
pricing 75 18.2× 1128 💰 Pricing
https://www.csis.org/news/indias-integration-expanded-nonproliferation-system
India's Integration into an Expanded Nonproliferation System
pricing 75 15.6× 1259 💰 Pricing
https://www.csis.org/programs/former-programs/resources/crisis-ukraine
The Crisis in Ukraine | Resources | CSIS
pricing 70 21.0× 948 💰 Pricing
https://www.csis.org/about/membership-groups-and-special-events/membership-list
Membership List | Membership Groups and Special Events | CSIS
about 70 26.8× 753
https://www.csis.org/programs/global-health-policy-center/commissions/task-force-visions-2017/resources/sectoral-studies
Sectoral Studies: Nutrition | Resources | CSIS
blog 70 21.5× 835
https://www.csis.org/programs/global-health-policy-center/commissions/task-force-visions-2017/resources/sectoral-study-1
Sectoral Study: Maternal and Child Health | Resources | CSIS
blog 70 30.1× 581
https://www.csis.org/programs/china-power-project/security/crisis-simulations
Crisis Simulations | Security | CSIS
trust 70 20.7× 892
https://www.csis.org/news/david-j-berteau-named-lead-csis-defense-industrial-initiatives-group-pierre-chao-and-david
DAVID J. BERTEAU NAMED TO LEAD CSIS DEFENSE INDUSTRIAL INITIATIVES GROUP; PIERRE CHAO AND DAVID SCRUGGS TO SERVE AS SENIOR ASSOC
conversion 70 25.3× 765
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
/news/ 376 60 0% 60.0× High JS Bloat
/analysis/ 59 47 0% 199.3× High JS Bloat
/about/ 36 64 0% 46.8× High JS Bloat
/programs/ 29 62 0% 46.8× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 1010 pages
x.com ×1001
linkedin.com ×1001
facebook.com ×1001
instagram.com ×1001
youtube.com ×1001
threads.net ×1001
csis-website-prod.s3.amazonaws.com ×437
twitter.com ×56
🔄 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/csis.org

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

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📊 Semantic Share of Voice

How often would an AI cite csis.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…

🎭

Bait & Switch Delta

D 15 PAGES

Compares your homepage rendering quality with inner pages. A high drift score means AI crawlers see a polished homepage but degraded inner content — the "bait & switch" that erodes trust.

59
Homepage ACRI
45
Inner Avg ACRI
+14
ACRI Delta
20%
Homepage Ghost
21%
Inner Avg Ghost
46
Drift Score [?]
Worst Inner Pages
44 40% blog https://www.csis.org/programs/strategic-technologies-program/resources
47 20% blog https://www.csis.org/programs/former-programs/resources/resources-secretary-clintons-speech-united-states-multilateral
47 20% blog https://www.csis.org/programs/former-programs/resources/pivot-points-resources-situation-libya
🛡️

E-E-A-T Trust Signals

C 40/100

Trust indicators extracted from surface pages. These signals help AI systems verify your site's Experience, Expertise, Authoritativeness, and Trustworthiness.

Physical Address
Phone Number
Email Contact
About Page
Contact Page
Privacy Policy
Terms of Service
Named Leadership
🔗

Citation Profile

16 DOMAINS

Outbound citation patterns across surface-crawled pages. Sites that cite diverse, authoritative sources signal higher E-E-A-T to AI systems.

103
Total Links
16
Unique Domains
6.9
Avg/Page
16%
Diversity
linkedin.com youtube.com x.com facebook.com instagram.com threads.net nytimes.com csis-website-prod.s3.amazonaws.com google.com datagovernance.csis.org
🏘️ Outbound Neighborhood Trust Avg Trust: 58.1

AI trust scores for the domains csis.org links to. Citing high-trust sources lifts your own credibility signal.

🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to csis.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": "Csis",
  "url": "https://csis.org",
  "logo": "https://csis.org/logo.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": "Csis",
  "url": "https://csis.org",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://csis.org/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
18
Projected Score
28
Improvement
+10 pts
Add Organization schema +6 pts
Add WebSite schema +4 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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