quorum.us 75 B
🛡️ SEO 84 🤖 GEO 77 ⚡ Perf 47 🏗️ Arch 93

quorum.us — Global SEODiff Score 75/100

quorum.us
📊

Registering an exceptional 87/100 on the AI-Crawler Reality Index, quorum.us sits in the highest tier of AI extractability among indexed domains. Compared to other government sites (avg score: 57), quorum.us performs above the benchmark, 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. The 11.5× token bloat ratio falls within the normal range, though there is room to trim navigation, footer, and script overhead. The site includes 3 schema blocks, providing adequate structured data for basic entity recognition. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

75
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 20, 2026 · 📋 API
📈 ACRI Trend 25 snapshots
Feb 21 Mar 20
🔔 Recent AI Indexing Activity
🔄 Mar 18 Content change detected
📈 Mar 12 ACRI +1 (68→69)
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)84 × 0.25 = 21.0
🤖 AI Readiness / GEO (40% weight)77 × 0.40 = 30.8
⚡ Performance (20% weight)47 × 0.20 = 9.4
🏗️ Architecture & Trust (15% weight)93 × 0.15 = 13.9
Weighted sum = 21.0 + 30.8 + 9.4 + 13.9
Global SEODiff Score = 75 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
51
Structure
avg 35
86
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 7%
Rank #67258
Aligned
Gap
AI (ACRI)
Top 1%
Score 87/100

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

Why quorum.us ranks here

Tech stackWordPress
Industrygovernment
RenderingSSR
Schema coverage3 blocks
Token bloat11.5×

Fastest improvements

  • 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

84/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

46 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

152 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 6
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://quorum.us
  • ✓ 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 — Quorum | Best-In-Class Public Affairs Software
  • ✓ og:description — Your public affairs made smarter and faster. Quorum’s software helps you map, track, change, and report on your policy landscape – all in one place.
  • ✓ 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

77/100 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 government sector, gep.com (ACRI: 83) 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 →
quorum.us
69
Your ACRI Score
83
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. gep.com has schema coverage of 3 blocks and uses Drupal. 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 51/100 — Fair
Structured Elements 115 elements (115 lists, 0 rows, 0 headers)
Total Words1495
Raw Density7.7%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ✅ Present
Total Schema Blocks3 blocks

Schema Coverage Map

5/7 schema types detected
✅ Organization
✅ Product/Service
❌ Breadcrumb
✅ FAQ
❌ Article
✅ WebSite
💡BreadcrumbList schema missing. AI cannot understand your site hierarchy or how pages relate to each other.

📐 AI Efficiency Metrics Docs

70
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability70/100 — 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

8%
🗑️ 92%
Useful Content (20.9 KB)Bloat (219.3 KB)
Token Bloat Ratio11.5× — Normal

Multimodal Readiness

Visual Context98% Optimized for Vision
Image Alt Coverage65 / 66 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: 91.3% · SNR: 0.10 · Signal: 5351 / Noise: 56129 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 quorum.us 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
Quorum is an AI-powered platform for government affairs professionals, streamlining information gathering and strategic execution.
Target Audience
Government affairs professionals, public affairs professionals
Pricing Model
Not specified in text
🏆 Competitive Moat
AI-driven insights and a centralized platform for government affairs strategy execution.
📊 Content Depth
6/10
⚡ Key Pain Points
• Limited pricing information
• Lack of specific feature details
Analyzed by SEODiff AI · 2026-03-03

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time1066 ms
Raw HTML Size240.2 KB
Visible Text Size20.9 KB

Performance & Speed

47/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1066 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1037
DOM nodes
240 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → no-store, no-cache, must-revalidate
  • ✓ CDN cache status → DYNAMIC
  • ✓ 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

93/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

128
internal links
4
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 69/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for quorum.us
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/quorum.us" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=quorum.us" 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 50 pages · Deep-10

Homepage ACRI
69
Single-page score
-12
Moderate hidden bloat
Δ delta
Site-Wide ACRI
58
Avg across 50 pages · Range 0–77
🔍
Hidden Bloat Detected

Homepage scores 69, but internal pages average only 58 — a -12-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
22%
Topical Drift
TF-IDF cosine similarity
Total Words
44610
Avg Bloat
59.3×
RAG Fractures [?]
41
⚠️
41 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 41 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.quorum.us/blog/lobby-day-guide/
Planning a Lobby Day to Advance Your Organization’s Issues
pricing 77 8.6× 3007 ⚠️ RAG Fracture
https://www.quorum.us/pricing/
Pricing | Quorum
pricing 67 53.6× 638 ⚠️ RAG Fracture
https://quorum.us/pricing
Pricing | Quorum
pricing 67 54.4× 629 ⚠️ RAG Fracture
https://www.quorum.us/blog/examples-effective-grassroots-advocacy-campaigns/
Seven Successful Grassroots Advocacy Campaign Examples
pricing 67 18.4× 1293 ⚠️ RAG Fracture
https://www.quorum.us/blog/turning-quorum-alerts-into-action-a-rapid-response-playbook-for-government-affairs/
Turning Quorum Alerts into Action: A Rapid Response Playbook for Government Affairs | Quorum
pricing 67 18.6× 1265 ⚠️ RAG Fracture
https://www.quorum.us/blog/stakeholder-surveys/
Why Stakeholder Surveys Are Important [Plus Example Questions]
pricing 67 18.7× 1196 ⚠️ RAG Fracture
https://www.quorum.us/blog/election-year-advocacy-trends-in-grassroots-mobilization-heading-into-2026/
Trends in Grassroots Mobilization for 2026 Election Advocacy
pricing 67 19.1× 1156 ⚠️ RAG Fracture
https://www.quorum.us/blog/emailing-capitol-hill/
8 Tips For Writing an Email to Elected Officials | Quorum
pricing 67 12.9× 1915 ⚠️ RAG Fracture
https://www.quorum.us/blog/local-policy-issues/
10 Top Local Policy Issues to Watch in 2026 | Quorum
pricing 67 17.1× 1291 ⚠️ RAG Fracture
https://www.quorum.us/blog/accelerating-advocacy-ai-applications-nonprofits/
Accelerating Advocacy: Four Immediate AI Applications for Nonprofits | Quorum
pricing 67 15.7× 1469 ⚠️ RAG Fracture
https://www.quorum.us/blog/vinyl-streaming-public-affairs-software-comparison/
Vinyl vs. Streaming: A Comparison of Public Affairs Software
pricing 67 17.0× 1309 ⚠️ RAG Fracture
https://www.quorum.us/blog/first-100-days-119th-congress/
The First 100 Days of the 119th Congress: Measuring Congressional Productivity | Quorum
pricing 67 19.6× 1258 ⚠️ RAG Fracture
https://www.quorum.us/blog/how-ai-is-transforming-government-relations-from-routine-tasks-to-strategic-impact/
How AI Is Transforming Government Relations: From Routine Tasks to Strategic Impact | Quorum
pricing 67 12.8× 1916 ⚠️ RAG Fracture
https://www.quorum.us/blog/political-risk-management/
Political Risk Management: 7 Strategies for Navigating Uncertainty | Quorum
pricing 67 18.6× 1258 ⚠️ RAG Fracture
https://www.quorum.us/blog/build-nonprofit-advocacy-campaign/
How to Build a Nonprofit Advocacy Campaign: Tips & Examples | Quorum
pricing 67 19.4× 1201 ⚠️ RAG Fracture
https://quorum.us/products
Products | Quorum
pricing 67 35.8× 758 ⚠️ RAG Fracture
https://www.quorum.us/blog/quorum-launches-policy-influencer-advertising/
Quorum Launches Policy Influencer Advertising for Impact
pricing 62 21.1× 1051 ⚠️ RAG Fracture
https://www.quorum.us/blog/grassroots-vs-grasstops/
Grassroots vs. Grasstops Advocacy: What Is the Difference? | Quorum
pricing 62 21.5× 1006 ⚠️ RAG Fracture
https://www.quorum.us/blog/3-step-guide-to-regulatory-comment-tracking/
3-Step Guide to Regulatory Comment Tracking | Quorum
pricing 62 22.4× 961 ⚠️ RAG Fracture
https://www.quorum.us/blog/oppose-legislation/
How to Kill a Bill [6 Steps to Oppose Legislation] | Quorum
pricing 62 23.2× 918 ⚠️ RAG Fracture
Showing 20 of 50 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
/blog/ 40 61 0% 26.0× High JS Bloat
/pricing/ 2 67 0% 54.0× High JS Bloat
/products/ 1 67 0% 35.8× High JS Bloat
/integrations/ 1 22 1% 328.0× Bot Blocked
/features/ 1 22 1% 327.8× Bot Blocked
/faq/ 1 22 1% 327.4× Bot Blocked
/about/ 1 57 0% 59.9× High JS Bloat
/case-studies/ 1 57 0% 83.5× High JS Bloat
/docs/ 1 22 1% 327.5× Bot Blocked
/contact/ 1 22 1% 327.7× Bot Blocked
🔄 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/quorum.us

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

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📊 Semantic Share of Voice

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

Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 8% of your HTML is useful content. AI crawlers waste context window tokens on bloat.
html
<!-- Move inline CSS to external stylesheets -->
<link rel="stylesheet" href="/css/main.css">

<!-- Move inline scripts to external files with defer -->
<script src="/js/app.js" defer></script>

<!-- Remove duplicate navigation blocks -->
<!-- Keep only ONE <nav> in the <header> -->

<!-- Ensure <main> wraps your primary content -->
<main>
  <!-- Your content here — this is what AI sees first -->
</main>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for quorum.us:

Current Score
87
Projected Score
92
Improvement
+5 pts
Reduce token bloat +5 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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