plasticsurgery.org 78 B
🛡️ SEO 66 🤖 GEO 87 ⚡ Perf 74 🏗️ Arch 79

plasticsurgery.org — Global SEODiff Score 78/100

plasticsurgery.org
📊

With a solid 81/100 ACRI, plasticsurgery.org is well-positioned for AI search — better than 95% of sites in the Radar. In the infrastructure sector, plasticsurgery.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. With a 2.0× bloat ratio, the page delivers its content without excessive boilerplate, giving AI systems a clean extraction path. The site includes 2 schema blocks, providing adequate structured data for basic entity recognition. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

78
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (66) is your bottleneck.
🎯 Top Fix: Add HSTS header → +2 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 15, 2026 · 📋 API
📈 ACRI Trend 26 snapshots
Feb 21 Mar 5
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)66 × 0.25 = 16.5
🤖 AI Readiness / GEO (40% weight)87 × 0.40 = 34.8
⚡ Performance (20% weight)74 × 0.20 = 14.8
🏗️ Architecture & Trust (15% weight)79 × 0.15 = 11.8
Weighted sum = 16.5 + 34.8 + 14.8 + 11.8
Global SEODiff Score = 78 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
71
Structure
avg 35
44
Schema
avg 9
55
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 2%
Rank #23475
Aligned
Gap
AI (ACRI)
Top 5%
Score 81/100

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

Why plasticsurgery.org ranks here

Tech stackExpress
RenderingSSR
Schema coverage2 blocks
Token bloat2.0×

Fastest improvements

  • You’re already in decent shape — the next moat is monitoring drift over time.
  • 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

66/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

36 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

161 chars
Too long

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://www.plasticsurgery.org/
  • ✓ 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 — American Society of Plastic Surgeons
  • ✗ og:description
  • ✓ 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

87/100 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 →
plasticsurgery.org
73
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 71/100 — Good
Structured Elements 140 elements (140 lists, 0 rows, 0 headers)
Total Words928
Raw Density15.1%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks2 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

77
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability77/100 — 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 (45.2 KB)Bloat (43.8 KB)
Token Bloat Ratio2.0× — Lean

Multimodal Readiness

Visual Context73% Optimized for Vision
Image Alt Coverage19 / 26 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: 49.2% · SNR: 1.03 · Signal: 11579 / Noise: 11214 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 plasticsurgery.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
ASPS provides resources and information for plastic surgery patients and professionals, including a surgeon locator and educational materials.
Target Audience
Plastic surgeons, patients seeking surgery, medical professionals, and affiliated organizations.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Leading authority and information source for cosmetic and reconstructive plastic surgery.
📊 Content Depth
6/10
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

FrameworkExpress
AI-Readiness Score55/100
ServerMicrosoft-IIS/10.0
CDN
HTTP Status200
Load Time589 ms
Raw HTML Size89.0 KB
Visible Text Size45.2 KB

Performance & Speed

74/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

589 ms
Acceptable — room for improvement

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

📦 Page Weight

685
DOM nodes
89 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

79/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.plasticsurgery.org/seo-site-map
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

178
internal links
15
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 73/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for plasticsurgery.org
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/plasticsurgery.org" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=plasticsurgery.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 113 pages · Deep-10

Homepage ACRI
73
Single-page score
+1
Consistent readability
Δ delta
Site-Wide ACRI
74
Avg across 113 pages · Range 0–90
Topical Cohesion
9%
Topical Drift
TF-IDF cosine similarity
Total Words
129177
Avg Bloat
16.1×
Page Type ACRI Token Bloat Words Status
https://www.plasticsurgery.org/news/articles/the-top-10-things-plastic-surgeons-want-you-to-know-about-breast-implants
The top 10 things plastic surgeons want you to know about breast implants | ASPS
pricing 90 9.1× 2150 💰 Pricing
https://www.plasticsurgery.org/news/articles/thigh-lifts-are-on-the-rise
Thigh lifts are on the rise | American Society of Plastic Surgeons
pricing 90 9.0× 2158 💰 Pricing
https://www.plasticsurgery.org/news/articles/the-most-popular-plastic-surgery-procedures-by-age
The most popular plastic surgery procedures by age | ASPS
pricing 90 7.3× 2775 💰 Pricing
https://www.plasticsurgery.org/news/articles/the-breast-reconstruction-journey-whats-changed-since-1998
The breast reconstruction journey: What's changed since 1998? | ASPS
pricing 90 9.6× 2027 💰 Pricing
https://www.plasticsurgery.org/news/articles/stubborn-knee-fat-there-are-several-solutions-for-that
Stubborn knee fat? There are several solutions for that | ASPS
pricing 80 19.5× 924 💰 Pricing
https://www.plasticsurgery.org/news/articles/how-to-best-plan-for-the-year-ahead-if-youre-considering-plastic-surgery
How to best plan for the year ahead if you’re considering plastic surgery | ASPS
pricing 80 18.3× 980 💰 Pricing
https://www.plasticsurgery.org/news/articles/skin-treatments-to-combat-winter-dryness
Skin treatments to combat winter dryness | ASPS
pricing 80 15.8× 1165 💰 Pricing
https://www.plasticsurgery.org/news/articles/road-to-recovery-get-moving-again-with-post-surgery-workouts
Road to recovery: Get moving again with post-surgery workouts | ASPS
pricing 80 12.2× 1536 💰 Pricing
https://www.plasticsurgery.org/news/articles/double-chin-liposuction-the-key-to-a-chiseled-jawline
Double chin liposuction: The key to a chiseled jawline | ASPS
pricing 80 14.7× 1248 💰 Pricing
https://www.plasticsurgery.org/news/articles/cryolipolysis-vs-liposuction-understanding-the-difference
Cryolipolysis vs liposuction: Understanding the difference | ASPS
pricing 80 13.7× 1353 💰 Pricing
https://www.plasticsurgery.org/news/articles/ai-supported-plastic-surgery-planning-is-technology-changing-the-plastic-surgery-landscape
AI-supported plastic surgery planning: Is technology changing the plastic surgery landscape? | ASPS
pricing 80 11.7× 1611 💰 Pricing
https://www.plasticsurgery.org/news/articles/the-importance-of-chin-balancing-in-rhinoplasty-procedures
The importance of chin balancing in rhinoplasty procedures | ASPS
pricing 80 14.6× 1260 💰 Pricing
https://www.plasticsurgery.org/news/articles/less-is-more-the-emergence-of-the-skinny-bbl
Less is more: The emergence of the skinny BBL | ASPS
pricing 80 19.6× 911 💰 Pricing
https://www.plasticsurgery.org/news/articles/seeing-is-believing-why-i-wish-id-had-3d-imaging-before-my-breast-augmentation
Seeing is believing: Why I wish I'd had 3D imaging before my breast augmentation | ASPS
pricing 80 10.3× 1843 💰 Pricing
https://www.plasticsurgery.org/news/articles/the-ins-and-outs-of-creating-dimples-with-plastic-surgery
The ins and outs of creating dimples with plastic surgery | ASPS
pricing 80 16.1× 1117 💰 Pricing
https://www.plasticsurgery.org/news/articles/what-you-need-to-know-about-facial-balancing-procedures
What you need to know about facial balancing procedures | ASPS
pricing 80 15.1× 1215 💰 Pricing
https://www.plasticsurgery.org/news/articles/noninvasive-procedures-for-back-to-school-season
Noninvasive procedures for back-to-school season | ASPS
pricing 80 15.8× 1162 💰 Pricing
https://www.plasticsurgery.org/news/articles/treatment-options-for-poland-syndrome
Treatment options for Poland syndrome | ASPS
pricing 80 17.1× 1066 💰 Pricing
https://www.plasticsurgery.org/news/articles/is-bbl-smell-real-heres-what-you-need-to-know
Is "BBL smell" real? Here's what you need to know | ASPS
pricing 80 18.8× 958 💰 Pricing
https://www.plasticsurgery.org/news/articles/the-rising-popularity-of-non-hyaluronic-acid-fillers-what-you-should-know-about-these-biostimulators
The rising popularity of non-hyaluronic acid fillers: What you should know about these biostimulators | ASPS
pricing 80 14.9× 1236 💰 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
/news/ 103 80 0% 15.8× High JS Bloat
/products/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/faq/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 47 0% 116.6× High JS Bloat
/docs/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 67 0% 31.5× High JS Bloat
/about/ 1 57 0% 37.6× High JS Bloat
/pricing/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 113 pages
youtube.com ×106
find.plasticsurgery.org ×106
instagram.com ×106
journals.lww.com ×106
ednet.plasticsurgery.org ×106
threads.net ×106
thepsf.org ×106
twitter.com ×106
🔄 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/plasticsurgery.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 plasticsurgery.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 plasticsurgery.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 plasticsurgery.org. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

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

Projected Impact

ROI EST.

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

Current Score
81
Projected Score
84
Improvement
+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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