aom.org 68 C
🛡️ SEO 75 🤖 GEO 65 ⚡ Perf 59 🏗️ Arch 74

aom.org — Global SEODiff Score 68/100

aom.org
📊

At 79/100, the ACRI for aom.org indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. In the social sector, aom.org outperforms the average (57), suggesting strong competitive positioning in AI search. Server-side rendering keeps the ghost ratio near zero, giving AI systems direct access to all visible content. A 35.6× token bloat ratio means crawlers must process significantly more tokens to reach the actual content — a drag on extraction efficiency. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

68
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (59) is your bottleneck.
🎯 Top Fix: Reduce token bloat (36×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 5, 2026 · 📋 API
Does your site score higher than aom.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)75 × 0.25 = 18.8
🤖 AI Readiness / GEO (40% weight)65 × 0.40 = 26.0
⚡ Performance (20% weight)59 × 0.20 = 11.8
🏗️ Architecture & Trust (15% weight)74 × 0.15 = 11.1
Weighted sum = 18.8 + 26.0 + 11.8 + 11.1
Global SEODiff Score = 68 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
45
Structure
avg 36
42
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #25540
+7 pts
Gap
AI (ACRI)
Top 9%
Score 79/100

aom.org shows stronger AI visibility than traditional SEO ranking. Great AI foundation to build on. ACRI measures technical crawler readiness. Read the methodology →

Why aom.org ranks here

Tech stackWordPress
Industrysocial
RenderingSSR
Schema coverage1 blocks
Token bloat35.6×

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

75/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

27 chars
Too short

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 10
  • ✓ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — Academy of Management
  • ✓ og:description — The world’s leading association for management scholars. AOM's global community is nearly 20,000 strong, spanning over 120 countries.
  • ✓ 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

65/100 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 social sector, plodopitomnik-sad.by (ACRI: 89) 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 →
aom.org
56
Your ACRI Score
89
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. plodopitomnik-sad.by has schema coverage of 11 blocks and uses Express. 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 45/100 — Fair
Structured Elements 54 elements (54 lists, 0 rows, 0 headers)
Total Words882
Raw Density6.1%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks1 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

52
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability52/100 — AI models can partially extract answers from this page
Crawl CostMedium (65/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

2%
🗑️ 98%
Useful Content (8.5 KB)Bloat (293.4 KB)
Token Bloat Ratio35.6× — Bloated

Multimodal Readiness

Visual Context45% Optimized for Vision
Image Alt Coverage5 / 11 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 301.9 KB, but only 8.5 KB is text. 2% useful / 98% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (35.6×) risks context-window truncation by ChatGPT, Claude, and Gemini. Reduce inline scripts, CSS, hydration payloads, and tracking code.
💡Only 45% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 97.2% · SNR: 0.03 · Signal: 2170 / Noise: 75120 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 aom.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 Academy of Management Code of Ethics provides a framework for ethical conduct for members and those involved in AOM
Target Audience
Academics, researchers, managers, and business professionals involved in management studies and practice.
Pricing Model
N/A - This is a non-profit organization and does not have a traditional pricing model.
🏆 Competitive Moat
Commitment to ethical conduct and professional standards within the management field, combined with a focus on promoting responsible business practices and societal well-being.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Code of EthicsAcademy of Management
⚡ Key Pain Points
• Lack of structured guidance for ethical dilemmas
• Need for clear enforcement mechanisms for ethical violations
• Potential for bias and discrimination in research and practice
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time609 ms
Raw HTML Size301.9 KB
Visible Text Size8.5 KB

Performance & Speed

59/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

609 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

838
DOM nodes
302 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=600, must-revalidate
  • ✓ CDN cache status → DYNAMIC
  • ✓ CDN detected → cloudflare

🔬 Tracker Tax

2
tracker scripts
2
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
googletagmanager.comdoubleclick.net
📐 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

74/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

78
internal links
6
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 56/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for aom.org
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/aom.org" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=aom.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 103 pages · Deep-10

Homepage ACRI
56
Single-page score
+1
Consistent readability
Δ delta
Site-Wide ACRI
57
Avg across 103 pages · Range 34–75
Topical Cohesion
12%
Topical Drift
TF-IDF cosine similarity
Total Words
73696
Avg Bloat
305.2×
Page Type ACRI Token Bloat Words Status
https://www.aom.org/about-aom/ethics/code-of-ethics/
Academy of Management Code of Ethics
pricing 75 13.3× 4358 💰 Pricing
https://www.aom.org/about-aom/branding/
Branding | Academy of Management
about 72 17.8× 3019
https://www.aom.org/news/thirteen-inducted-into-aom-fellows-for-2024/
Thirteen Inducted Into AOM Fellows for 2024 | Academy of Management
other 67 21.3× 2722
https://www.aom.org/publications/journals/review/review-editorial-team/
Academy of Management Review Editorial Team | Academy of Management
about 67 26.3× 4212
https://www.aom.org/about-aom/governance/board-of-governors/committees-and-task-forces/
Committees and Task Forces | Academy of Management
pricing 67 31.4× 1775 💰 Pricing
https://www.aom.org/publications/journal-information/permissions/
Permissions | Academy of Management
other 64 49.1× 936
https://www.aom.org/news/incoming-editor-spotlight-mike-barnett/
Incoming Editor Spotlight: Mike Barnett | Academy of Management
other 64 66.9× 750
https://www.aom.org/news/seven-inducted-into-aom-fellows-for-2025/
Seven Inducted Into AOM Fellows for 2025
pricing 64 35.6× 1519 💰 Pricing
https://www.aom.org/news/incoming-editors-annals-collections-and-amj/
Incoming Editors: Annals, Collections, and AMJ
other 64 71.9× 716
https://www.aom.org/news/leading-aom-into-the-future-a-conversation-with-president-tammy-madsen/
Leading AOM into the Future: A Conversation with President Tammy L. Madsen
pricing 64 60.2× 848 💰 Pricing
https://www.aom.org/news/member-spotlight-aom-president-peter-a-bamberger/
Member Spotlight: AOM President Peter A. Bamberger - A Vision for Global Impact and the Power of Volunteerism at the Academy of Management | Academy of Management
other 64 64.0× 779
https://www.aom.org/news/community-accelerator-program-building-bridges/
Community Accelerator Program: Building Bridges
pricing 64 63.1× 796 💰 Pricing
https://www.aom.org/news/member-spotlight-jared-scruggs/
Member Spotlight: Jared Scruggs – Winner of the 2023 William H. Newman Award | Academy of Management
other 64 75.9× 646
https://www.aom.org/news/advancing-connection-collaboration-and-community-across-our-global-network/
Advancing Connection, Collaboration, and Community Across Our Global Network
pricing 64 83.7× 671 💰 Pricing
https://www.aom.org/publications/journal-information/terms-and-conditions-of-use/
Terms and Conditions of Use | Academy of Management
legal 64 57.1× 810
https://www.aom.org/publications/journals/review/amr-bridge-reviewer-program/
AMR Bridge Reviewer Program | Academy of Management
pricing 64 74.6× 631 💰 Pricing
https://www.aom.org/about-aom/awards-and-recognition/annual-meeting-program-awards/2021-annual-meeting-program-awards/
2021 Annual Meeting Program Awards | Academy of Management
about 64 71.1× 652
https://www.aom.org/about-aom/awards-and-recognition/annual-meeting-program-awards/2020-annual-meeting-program-awards/
2020 Annual Meeting Program Awards | Academy of Management
pricing 64 79.3× 581 💰 Pricing
https://www.aom.org/about-aom/awards-and-recognition/annual-meeting-program-awards/2017-annual-meeting-program-awards/
2017 Annual Meeting Program Awards | Academy of Management
about 64 63.4× 732
https://www.aom.org/about-aom/awards-and-recognition/annual-meeting-program-awards/2019-annual-meeting-program-awards/
2019 Annual Meeting Program Awards | Academy of Management
about 64 72.4× 659
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
/about-aom/ 52 59 0% 110.3× High JS Bloat
/news/ 27 56 0% 166.1× High JS Bloat
/publications/ 11 60 0% 185.2× High JS Bloat
/communities/ 4 56 0% 206.3× High JS Bloat
/membership/ 3 51 0% 190.0× High JS Bloat
/events/ 2 54 0% 172.6× High JS Bloat
/divisions-and-interest-groups/ 2 54 0% 207.4× High JS Bloat
/w8/ 1 34 0% 8512.9× High JS Bloat
/w9/ 1 34 0% 8512.5× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 103 pages
facebook.com ×103
career-center.aom.org ×103
youtube.com ×103
connect.aom.org ×103
support.aom.org ×103
twitter.com ×103
instagram.com ×103
linkedin.com ×103
🔄 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/aom.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 aom.org. Compare side-by-side.

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

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

Projected Impact

ROI EST.

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

Current Score
79
Projected Score
87
Improvement
+8 pts
Reduce token bloat +5 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