doabooks.org 61 C
🛡️ SEO 28 🤖 GEO 75 ⚡ Perf 74 🏗️ Arch 64

doabooks.org — Global SEODiff Score 61/100

doabooks.org
📊

The AI-Readiness profile for doabooks.org is strong: an ACRI of 69/100 places it ahead of 64% of domains in the index. Compared to other infrastructure sites (avg score: 57), doabooks.org 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 5.0× token bloat ratio falls within the normal range, though there is room to trim navigation, footer, and script overhead. Zero schema blocks puts this site at a disadvantage in knowledge graph and AI-answer pipelines that rely on explicit structured data. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

61
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (28) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 19, 2026 · 📋 API
📈 ACRI Trend 3 snapshots
Mar 8 Mar 19
🔔 Recent AI Indexing Activity
🔄 Mar 19 Content change detected
🔄 Mar 14 Content change detected
Does your site score higher than doabooks.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)28 × 0.25 = 7.0
🤖 AI Readiness / GEO (40% weight)75 × 0.40 = 30.0
⚡ Performance (20% weight)74 × 0.20 = 14.8
🏗️ Architecture & Trust (15% weight)64 × 0.15 = 9.6
Weighted sum = 7.0 + 30.0 + 14.8 + 9.6
Global SEODiff Score = 61 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
34
Structure
avg 35
0
Schema
avg 9
75
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 4%
Rank #43207
+32 pts
Gap
AI (ACRI)
Top 36%
Score 69/100

doabooks.org punches above its weight in AI — AI visibility exceeds Google ranking. This is a competitive moat worth protecting. ACRI measures technical crawler readiness. Read the methodology →

Why doabooks.org ranks here

Tech stackCloudflare Pages
RenderingSSR
Schema coverage0 blocks
Token bloat5.0×

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

28/100 25 % of Global Score 🟡 Medium Confidence

📝 Title Tag

63 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

0 chars
Missing

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 9
  • ✗ <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
  • ✗ 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

75/100 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 →
doabooks.org
46
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 34/100 — Low
Structured Elements 24 elements (24 lists, 0 rows, 0 headers)
Total Words677
Raw Density3.5%
💡Low structure score (34/100). Your content appears as a wall of text with few structured HTML elements. You have 24 list items, 0 table rows, 0 table headers. Convert features into <ul> lists and data into <table> elements to help AI models extract structured information.

🏷️ 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

55
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability55/100 — 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

20%
🗑️ 80%
Useful Content (10.4 KB)Bloat (41.1 KB)
Token Bloat Ratio5.0× — Lean

Multimodal Readiness

Visual Context88% Optimized for Vision
Image Alt Coverage7 / 8 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: 79.8% · SNR: 0.25 · Signal: 2654 / Noise: 10513 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 doabooks.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
DOAB provides a free directory and access to over 103,500 peer-reviewed open access books, connecting users with trusted publishers.
Target Audience
Librarians, researchers, publishers, funders, and service providers in academia and research.
Pricing Model
Free of charge for users; publisher membership fees apply.
🔗 Integration Partners
BlueskyPRISM
🏆 Competitive Moat
Community-driven directory and trusted publisher network for open access books.
📊 Content Depth
5/10
⚡ Key Pain Points
• Limited SEO signals available in the text.
Analyzed by SEODiff AI · 2026-03-02

🔧 Tech Stack

AI-Readiness Score75/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time910 ms
Raw HTML Size51.4 KB
Visible Text Size10.4 KB

Performance & Speed

74/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

910 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

438
DOM nodes
51 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✗ Cache-Control header
  • ✓ CDN cache status → DYNAMIC
  • ✓ CDN detected → cloudflare

🔬 Tracker Tax

1
tracker scripts
1
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
googletagmanager.com
📐 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

64/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

45
internal links
22
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 46/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for doabooks.org
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/doabooks.org" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=doabooks.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 21 pages · Deep-10

Homepage ACRI
46
Single-page score
+4
Consistent readability
Δ delta
Site-Wide ACRI
50
Avg across 21 pages · Range 49–77
Topical Cohesion
7%
Topical Drift
TF-IDF cosine similarity
Total Words
9582
Avg Bloat
22.7×
Page Type ACRI Token Bloat Words Status
https://doabooks.org/blog
key not found... | Directory of Open Access Books
blog 77 7.5× 1074
https://doabooks.org/pricing
Directory of Open Access Books | Directory of Open Access Books
pricing 49 24.5× 399
https://doabooks.org/api
Directory of Open Access Books | Directory of Open Access Books
docs 49 22.6× 447
https://doabooks.org/guides
Directory of Open Access Books | Directory of Open Access Books
blog 49 22.6× 447
https://doabooks.org/about
Directory of Open Access Books | Directory of Open Access Books
about 49 24.5× 399
https://doabooks.org/resources
Directory of Open Access Books | Directory of Open Access Books
blog 49 22.6× 447
https://doabooks.org/help
Directory of Open Access Books | Directory of Open Access Books
support 49 22.6× 447
https://doabooks.org/solutions
Directory of Open Access Books | Directory of Open Access Books
product 49 22.6× 447
https://doabooks.org/features
Directory of Open Access Books | Directory of Open Access Books
product 49 24.5× 399
https://doabooks.org/products
Directory of Open Access Books | Directory of Open Access Books
product 49 24.5× 399
https://doabooks.org/docs
Directory of Open Access Books | Directory of Open Access Books
docs 49 24.5× 399
https://doabooks.org/get-started
Directory of Open Access Books | Directory of Open Access Books
conversion 49 22.6× 447
https://doabooks.org/case-studies
Directory of Open Access Books | Directory of Open Access Books
social-proof 49 24.5× 399
https://doabooks.org/demo
Directory of Open Access Books | Directory of Open Access Books
conversion 49 22.6× 447
https://doabooks.org/faq
Directory of Open Access Books | Directory of Open Access Books
support 49 24.5× 399
https://doabooks.org/support
Directory of Open Access Books | Directory of Open Access Books
support 49 22.6× 447
https://doabooks.org/integrations
Directory of Open Access Books | Directory of Open Access Books
integrations 49 24.5× 399
https://doabooks.org/contact
Directory of Open Access Books | Directory of Open Access Books
support 49 24.5× 399
https://doabooks.org/security
Directory of Open Access Books | Directory of Open Access Books
trust 49 22.6× 447
https://doabooks.org/trust
Directory of Open Access Books | Directory of Open Access Books
trust 49 22.6× 447
Showing 20 of 21 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/ 1 77 0% 7.5× High JS Bloat
/features/ 1 49 0% 24.5× High JS Bloat
/guides/ 1 49 0% 22.6× High JS Bloat
/solutions/ 1 49 0% 22.6× High JS Bloat
/get-started/ 1 49 0% 22.6× High JS Bloat
/demo/ 1 49 0% 22.6× High JS Bloat
/about/ 1 49 0% 24.5× High JS Bloat
/faq/ 1 49 0% 24.5× High JS Bloat
/pricing/ 1 49 0% 24.5× High JS Bloat
/docs/ 1 49 0% 24.5× High JS Bloat
/contact/ 1 49 0% 24.5× High JS Bloat
/security/ 1 49 0% 22.6× High JS Bloat
/api/ 1 49 0% 22.6× High JS Bloat
/resources/ 1 49 0% 22.6× High JS Bloat
/integrations/ 1 49 0% 24.5× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 21 pages
oapen.hypotheses.org ×21
directory.doabooks.org ×21
github.com ×21
europa.eu ×21
oapen.org ×21
cnrs.fr ×21
oabooks-toolkit.org ×21
creativecommons.org ×21
🔄 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/doabooks.org

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

🔗 Similar infrastructure Sites

Domains with a similar tech stack, industry, and AI readiness profile to doabooks.org. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
doabooks.org (this site) 46 69 Cloudflare Pages 5.0× 0
gunsforsalecheap.com 71 85 Cloudflare Pages 7.7× 6 Compare →
girlswithgems.com 71 81 Shopify 4.9× 0 Compare →
g.pl 71 73 Custom / Proprietary 5.1× 0 Compare →
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📊 Semantic Share of Voice

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

Projected Impact

ROI EST.

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

Current Score
69
Projected Score
85
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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