aoa.org 72 B
🛡️ SEO 43 🤖 GEO 86 ⚡ Perf 74 🏗️ Arch 82

aoa.org — Global SEODiff Score 72/100

aoa.org
📊

At 78/100, the ACRI for aoa.org indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. In the healthcare sector, aoa.org outperforms the average (57), suggesting strong competitive positioning in AI search. The low ghost ratio (5%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. A tight 2.0× token bloat ratio reflects disciplined markup: minimal noise between the crawler and the content it needs. No structured data was detected, which means AI systems must infer all entities and relationships from raw HTML alone. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

72
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (43) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 20, 2026 · 📋 API
📈 ACRI Trend 5 snapshots
Mar 1 Mar 20
🔔 Recent AI Indexing Activity
🔄 Mar 20 Content change detected
📈 Mar 17 ACRI +1 (70→71)
📉 Mar 12 ACRI -1 (71→70)
Does your site score higher than aoa.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)43 × 0.25 = 10.8
🤖 AI Readiness / GEO (40% weight)86 × 0.40 = 34.4
⚡ Performance (20% weight)74 × 0.20 = 14.8
🏗️ Architecture & Trust (15% weight)82 × 0.15 = 12.3
Weighted sum = 10.8 + 34.4 + 14.8 + 12.3
Global SEODiff Score = 72 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
89
Structure
avg 35
0
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #30850
+9 pts
Gap
AI (ACRI)
Top 12%
Score 78/100

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

Why aoa.org ranks here

Tech stackCustom / Proprietary
Industryhealthcare
RenderingSSR
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

43/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

60 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

228 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

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

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — The leader in eye health and vision care.
  • ✓ og:description — The American Optometric Association (AOA) is the leading professional organization for doctors of optometry, optometry students and paraoptometric staff, offering advocacy, professional development and practice management tools.
  • ✓ og:image — preview
  • ✓ twitter:card — summary
📐 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

86/100 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 healthcare sector, hairdresserfind.com.au (ACRI: 86) 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 →
aoa.org
71
Your ACRI Score
86
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. hairdresserfind.com.au has schema coverage of 4 blocks and uses Custom / Proprietary. 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 89/100 — Excellent
Structured Elements 180 elements (180 lists, 0 rows, 0 headers)
Total Words751
Raw Density24.0%

🏷️ 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

71
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability71/100 — AI models can easily extract answers from this page
Crawl CostLow (30/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

50%
🗑️ 50%
Useful Content (29.8 KB)Bloat (29.9 KB)
Token Bloat Ratio2.0× — Lean

Multimodal Readiness

Visual Context93% Optimized for Vision
Image Alt Coverage38 / 41 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

75 Entropy
Good Token Bloat: Low
Noise Ratio: 50.1% · SNR: 0.99 · Signal: 7618 / Noise: 7660 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 aoa.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 American Optometric Association (AOA) is a professional organization dedicated to advocating for the profession and meeting the needs of
Target Audience
Optometrists, affiliated association representatives, optometry students, and members of the American Optometric Association.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Strong advocacy efforts and governance structure within the optometry profession.
📊 Content Depth
5/10
⚡ Key Pain Points
• Limited information on the organization's structure and governance.
• Lack of explicit details regarding the AOA's advocacy efforts.
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

AI-Readiness Score50/100
Server
CDN
HTTP Status200
Load Time631 ms
Raw HTML Size59.7 KB
Visible Text Size29.8 KB

Performance & Speed

74/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

631 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

660
DOM nodes
60 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → no-cache
  • ✗ 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

82/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

145
internal links
12
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
  • ✓ 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 71/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for aoa.org
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/aoa.org" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=aoa.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 104 pages · Deep-10

Homepage ACRI
71
Single-page score
-15
Moderate hidden bloat
Δ delta
Site-Wide ACRI
56
Avg across 104 pages · Range 0–82
🔍
Hidden Bloat Detected

Homepage scores 71, but internal pages average only 56 — a -15-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
12%
Topical Drift
TF-IDF cosine similarity
Total Words
83565
Avg Bloat
19.5×
Page Type ACRI Token Bloat Words Status
https://www.aoa.org/about-the-aoa/leadership
Leadership | AOA
pricing 82 4.6× 4674 💰 Pricing
https://www.aoa.org/about-the-aoa/archives-and-museum
Archives and Museum | AOA
pricing 82 4.2× 4629 💰 Pricing
https://www.aoa.org/about-the-aoa/press-room/press-releases/american-optometric-association-announces-2025-award-recipients
American Optometric Association Announces 2025 Award Recipients | AOA
pricing 77 6.2× 2468 💰 Pricing
https://www.aoa.org/about-the-aoa/press-room/press-releases/registration-now-open-for-optometrys-meeting®-5th-world-congress-of-optometry
Registration Now Open for Optometry’s Meeting® | 5th World Congress of Optometry
pricing 77 9.8× 1478 💰 Pricing
https://www.aoa.org/about-the-aoa/press-room/press-releases/infantsee-marks-20th-anniversary-with-update-on-online-sensation-baby-piper
InfantSEE Marks 20th Anniversary with Update on Online Sensation Baby Piper | AOA
pricing 77 8.8× 1674 💰 Pricing
https://www.aoa.org/about-the-aoa/press-room/press-releases/american-optometric-association-announces-2023-award-recipients
American Optometric Association Announces 2023 Award Recipients | AOA
pricing 77 7.9× 2105 💰 Pricing
https://www.aoa.org/about-the-aoa/annual-awards
Annual American Optometric Association Award Winners | AOA
pricing 77 7.0× 2625 💰 Pricing
https://www.aoa.org/about-the-aoa/ethics-and-values
Ethics & Values | AOA
pricing 77 7.5× 2109 💰 Pricing
https://www.aoa.org/about-the-aoa
About the AOA | AOA
pricing 67 13.8× 1044 💰 Pricing
https://www.aoa.org/about-the-aoa/diversity-equity-and-inclusion/board-of-trustees-statements
Board of Trustees Statements | AOA
pricing 67 17.3× 776 💰 Pricing
https://www.aoa.org/about-the-aoa/advertising-and-sponsorships
Advertising & Sponsorships | AOA
pricing 67 16.3× 932 💰 Pricing
https://www.aoa.org/about-the-aoa/press-room/statements/statement-from-the-aoa-consumer-health-alert-air-pollutants
Statement From the AOA Consumer Health Alert Air Pollutants | AOA
pricing 67 17.8× 712 💰 Pricing
https://www.aoa.org/about-the-aoa/press-room/statements/statement-regarding-cvs-launch-of-quickrenew
American Optometric Association statement regarding CVS launch of QuickRenew | AOA
pricing 67 16.8× 770 💰 Pricing
https://www.aoa.org/about-the-aoa/press-room/statements/aoa-statement-regarding-2017-uspstf-childrens-vision-screening-recommendation
American Optometric Association Statement Regarding 2017 USPSTF Children’s Vision Screening Recommendation | AOA
pricing 67 12.2× 1101 💰 Pricing
https://www.aoa.org/about-the-aoa/press-room/statements/aoa-continues-to-voice-concerns-over-latest-online-vision-test-apps
American Optometric Association Continues to Voice Concerns over Latest Online Vision Test Apps | AOA
pricing 67 17.6× 726 💰 Pricing
https://www.aoa.org/about-the-aoa/press-room/statements/aoa-statement-on-opternative-and-institute-of-justice-lawsuit-against-south-carolina
AOA Statement on Opternative and Lawsuit Against South Carolina | AOA
pricing 67 19.9× 644 💰 Pricing
https://www.aoa.org/about-the-aoa/press-room/press-releases/aoa-foundation-announces-2026-student-scholarship-winners
AOA Foundation Announces 2026 Student Scholarship Winners | AOA
pricing 67 16.2× 816 💰 Pricing
https://www.aoa.org/about-the-aoa/press-room/press-releases/registration-now-open-for-optometrys-meeting®-2026-and-aoa
Registration Now Open for Optometry’s Meeting® 2026 and AOA+ | AOA
pricing 67 15.1× 889 💰 Pricing
https://www.aoa.org/about-the-aoa/press-room/press-releases/aoa-pledge-receives-63-signatures-across-the-industry-signaling-a-wave-of-commitment-to-the-next-generation
AOA+ Pledge Receives 63 Signatures Across the Industry, Signaling a Wave of Commitment to the Next Generation | AOA
pricing 67 15.2× 904 💰 Pricing
https://www.aoa.org/about-the-aoa/press-room/press-releases/aoa-announces-plans-to-offer-over-2000-travel-grants-for-optometrys-meeting-2026
AOA+ Announces Plans to Offer Over 2,000 Travel Grants for Optometry's Meeting 2026 | AOA
pricing 67 14.1× 955 💰 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
/about-the-aoa/ 91 63 0% 20.7× High JS Bloat
/list-of-state-and-us-membership-in-interstate-licensure-compacts/ 1 49 0% 57.1× High JS Bloat
/features/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/member-center/ 1 49 0% 28.4× High JS Bloat
/interstate-licensing-compact-work-group/ 1 39 0% 61.0× High JS Bloat
/pricing/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 0 0% 0.0× Low AI Readiness
/faq/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 104 pages
infantsee.org ×94
eyelearn.aoa.org ×94
store.aoa.org ×94
optometrysmeeting.org ×94
youtube.com ×94
instagram.com ×94
employers.aoa.org ×94
aoafoundation.org ×94
🔄 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/aoa.org

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

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📊 Semantic Share of Voice

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

Projected Impact

ROI EST.

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

Current Score
78
Projected Score
91
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

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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