swanlibraries.net 69 C
🛡️ SEO 40 🤖 GEO 80 ⚡ Perf 74 🏗️ Arch 80

swanlibraries.net — Global SEODiff Score 69/100

swanlibraries.net
📊

At 76/100, the ACRI for swanlibraries.net indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Within the infrastructure vertical, this places swanlibraries.net above the industry average of 57 —, suggesting strong competitive positioning in AI search. Its server-rendered architecture ensures AI crawlers receive complete HTML on first request, a key advantage for extractability. A 7.1× bloat ratio is typical for sites in this tech tier — not wasteful, but streamlining could further boost extractability. The complete absence of JSON-LD schema is a missed opportunity: even basic Organization markup would improve how AI crawlers understand this domain. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

69
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (40) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 16, 2026 · 📋 API
📈 ACRI Trend 7 snapshots
Feb 23 Mar 16
🔔 Recent AI Indexing Activity
🔄 Mar 10 Content change detected
Does your site score higher than swanlibraries.net?
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)40 × 0.25 = 10.0
🤖 AI Readiness / GEO (40% weight)80 × 0.40 = 32.0
⚡ Performance (20% weight)74 × 0.20 = 14.8
🏗️ Architecture & Trust (15% weight)80 × 0.15 = 12.0
Weighted sum = 10.0 + 32.0 + 14.8 + 12.0
Global SEODiff Score = 69 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
72
Structure
avg 35
0
Schema
avg 9
70
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 10%
Rank #99891
+8 pts
Gap
AI (ACRI)
Top 17%
Score 76/100

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

Why swanlibraries.net ranks here

Tech stackDrupal
RenderingSSR
Schema coverage0 blocks
Token bloat7.1×

Fastest improvements

  • Add basic Organization and WebSite JSON-LD to fix “0 schema blocks” (see Schema Coverage).
  • 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

40/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

21 chars
Too short

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

40 chars
Too short

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://swanlibraries.net/
  • ✓ 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
  • ✗ 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

80/100 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 →
swanlibraries.net
56
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 0%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 72/100 — Good
Structured Elements 58 elements (58 lists, 0 rows, 0 headers)
Total Words371
Raw Density15.6%

🏷️ 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

61
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability61/100 — AI models can partially 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

14%
🗑️ 86%
Useful Content (10.3 KB)Bloat (62.9 KB)
Token Bloat Ratio7.1× — Normal

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage5 / 5 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: 85.9% · SNR: 0.16 · Signal: 2643 / Noise: 16104 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 swanlibraries.net 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
SWAN provides a library services platform for member libraries to share resources and improve services.
Target Audience
Member libraries, library staff, library patrons
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Shared resources and technology for library services, fostering collective growth.
📊 Content Depth
3/10
Analyzed by SEODiff AI · 2026-03-05

🔧 Tech Stack

FrameworkDrupal
AI-Readiness Score70/100
Servernginx
CDN
HTTP Status200
Load Time534 ms
Raw HTML Size73.2 KB
Visible Text Size10.3 KB

Performance & Speed

74/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

534 ms
Acceptable — room for improvement

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

📦 Page Weight

597
DOM nodes
73 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=900, public
  • ✗ 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

80/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

72
internal links
1
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 56/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for swanlibraries.net
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/swanlibraries.net" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=swanlibraries.net" 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 43 pages · Deep-10

Homepage ACRI
56
Single-page score
-20
Moderate hidden bloat
Δ delta
Site-Wide ACRI
36
Avg across 43 pages · Range 0–77
🔍
Hidden Bloat Detected

Homepage scores 56, but internal pages average only 36 — a -20-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
14%
Topical Drift
TF-IDF cosine similarity
Total Words
14869
Avg Bloat
46.9×
Page Type ACRI Token Bloat Words Status
https://swanlibraries.net/catalog-help
Catalog Help | SWAN Library Services
pricing 77 6.6× 3499 💰 Pricing
https://swanlibraries.net/libraries
SWAN Member Libraries | SWAN Library Services
pricing 67 11.0× 2967 💰 Pricing
https://swanlibraries.net/news/2021-05/86043
Library Ideas for ARPA Funding - 5 SWAN Hosted Brainstorming Events | SWAN Library Services
pricing 67 13.2× 987 💰 Pricing
https://swanlibraries.net/news/2021-06/86416
*Concluded Successfully* Symphony 3.7.1 Upgrade & Scheduled Downtime July 28th 2021 at 1:00AM | SWAN Library Services
other 67 13.3× 824
https://swanlibraries.net/news/2021-07/86830
Aspen Rollout Begins August 30th | SWAN Library Services
pricing 67 16.1× 677 💰 Pricing
https://swanlibraries.net/news/2021-01/84892
Lynda.com Migration to LinkedIn Learning | SWAN Library Services
other 49 28.0× 368
https://swanlibraries.net/news/2021-03/85340
Dr. Seuss Enterprises Decision to No Longer Publish 6 Titles | SWAN Library Services
other 49 25.2× 409
https://swanlibraries.net/news/2021-03/85471
Office Hours and Special Training Sessions | SWAN Library Services
other 49 34.1× 311
https://swanlibraries.net/news/2021-03/85500
Limited Use Profile SWAN-wide | SWAN Library Services
other 49 34.6× 294
https://swanlibraries.net/news/2021-04/85975
Patron Record Review - Record Purge | SWAN Library Services
pricing 49 24.8× 433 💰 Pricing
https://swanlibraries.net/news/2021-05/86156
SWAN Notice Dialer for PHONE Notices Go-Live on Tuesday, May 25th | SWAN Library Services
other 49 28.1× 365
https://swanlibraries.net/news/2021-05/86183
PAUSE - Patron Record Purge | SWAN Library Services
pricing 49 39.1× 259 💰 Pricing
https://swanlibraries.net/news/2021-06/86714
Diversity Audits: Sharing and Panel Discussion (July 28th) | SWAN Library Services
pricing 49 39.4× 255 💰 Pricing
https://swanlibraries.net/news/2021-06/86575
Missing & Claims Returned Item Cleanup | SWAN Library Services
other 49 47.7× 211
https://swanlibraries.net/news/2021-07/86963
*Delayed* Your Action Required: Removal of 90-Days Expired Temporary Online Cards on 9/1/2021 | SWAN Library Services
other 49 30.2× 339
https://swanlibraries.net/about
About | SWAN Library Services
pricing 39 64.7× 199 💰 Pricing
https://swanlibraries.net/news/2021-04/85668
Online Course Offerings Expanded | SWAN Library Services
other 39 61.1× 164
https://swanlibraries.net/news/2021-04/85827
*Concluded* SWAN Support Site & Ticket System Planned Outage on April 28th from 7:00PM | SWAN Library Services
pricing 39 54.7× 182 💰 Pricing
https://swanlibraries.net/news/2021-06/86390
SWAN Board Election Results | SWAN Library Services
other 39 50.3× 199
https://swanlibraries.net/contact
Contact | SWAN Library Services
support 36 80.8× 138
Showing 20 of 43 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/ 31 44 0% 59.8× High JS Bloat
/blog/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 0 0% 0.0× Low AI Readiness
/libraries/ 1 67 0% 11.0× High JS Bloat
/products/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
/catalog-help/ 1 77 0% 6.6× High JS Bloat
/about/ 1 39 0% 64.7× High JS Bloat
/contact/ 1 36 0% 80.8× High JS Bloat
/faq/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 43 pages
swanlibraries.haloitsm.com ×35
librarylearning.org ×9
fs8.formsite.com ×5
global.gotomeeting.com ×4
gotomeet.me ×3
na1-microstrategy.bc.sirsidynix.net ×3
forums.swanlibraries.net ×1
bedfordparklibrary.com ×1
🔄 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/swanlibraries.net

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

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swanlibraries.net (this site) 56 76 Drupal 7.1× 0
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📊 Semantic Share of Voice

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

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for swanlibraries.net:

Current Score
76
Projected Score
92
Improvement
+16 pts
Add Organization schema +6 pts
Add WebSite schema +4 pts
Reduce token bloat +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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