plos.org 68 C
🛡️ SEO 71 🤖 GEO 67 ⚡ Perf 56 🏗️ Arch 83
Radar → Domains → plos.org

plos.org — Global SEODiff Score 68/100

plos.org
📊

The AI-Readiness profile for plos.org is strong: an ACRI of 82/100 places it ahead of 96% of domains in the index. Compared to other infrastructure sites (avg score: 57), plos.org performs above the benchmark, 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. The bloated 31.3× token ratio highlights an urgent need to clean up non-content markup, scripts, and navigation clutter. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

68
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (56) is your bottleneck.
🎯 Top Fix: Reduce token bloat (31×) → +5–10 pts
71
🛡️ Traditional SEO
67
🤖 AI Readiness
56
⚡ Performance
83
🏗️ Architecture
🔬 Automated SEODiff Assessment · Snapshot: Feb 26, 2026 · 📋 API
Does your site score higher than plos.org?
Run the same 40-signal audit on your own domain — free, instant results.
Scan Your Site Free →
🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)71 × 0.25 = 17.8
🤖 AI Readiness / GEO (40% weight)67 × 0.40 = 26.8
⚡ Performance (20% weight)56 × 0.20 = 11.2
🏗️ Architecture & Trust (15% weight)83 × 0.15 = 12.4
Weighted sum = 17.8 + 26.8 + 11.2 + 12.4
Global SEODiff Score = 68 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
63
Structure
avg 35
42
Schema
avg 10
85
Tech Stack
avg 64
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 0.1%
Rank #1136
Aligned
Gap
AI (ACRI)
Top 4%
Score 82/100

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

Why plos.org ranks here

Tech stackWordPress
Industryinfrastructure
RenderingSSR
Schema coverage1 blocks
Token bloat31.3×

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…
See other WordPress sites → infrastructure industry → Full leaderboard → Domain A–Z →
🛡️

Traditional SEO

71/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

52 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

202 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 2
  • ✓ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — Leading the future of open science publishing - PLOS
  • ✓ og:description — Discover how we are transforming scholarly publishing with a mission-driven commitment to open science, research integrity, and innovation that benefits researchers, institutions, and society worldwide.
  • ✓ 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

67/100 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 →
plos.org
61
Your ACRI Score
→
safely.co.jp
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 63/100 — Good
Structured Elements 84 elements (84 lists, 0 rows, 0 headers)
Total Words705
Raw Density11.9%

🏷️ 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

58
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability58/100 — AI models can partially extract answers from this page
Crawl CostHigh (80/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

3%
🗑️ 97%
Useful Content (8.0 KB)Bloat (241.1 KB)
Token Bloat Ratio31.3× — Bloated

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage2 / 2 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 249.0 KB, but only 8.0 KB is text. 3% useful / 97% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (31.3×) risks context-window truncation by ChatGPT, Claude, and Gemini. Reduce inline scripts, CSS, hydration payloads, and tracking code.

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 96.8% · SNR: 0.03 · Signal: 2038 / Noise: 61718 tokens
Run Full Entropy Audit →

🔬 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…

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time1120 ms
Raw HTML Size249.0 KB
Visible Text Size8.0 KB
⚡

Performance & Speed

56/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1120 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

511
DOM nodes
249 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → public, max-age=0, s-maxage=3600
  • ✓ 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
js.hs-scripts.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

83/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

81
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-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 61/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for plos.org
Pending Audit — score below 80 threshold 
<a href="https://seodiff.io/radar/domains/plos.org" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=plos.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 312 pages · Deep-10

Homepage ACRI
61
Single-page score
-21
Severe hidden bloat
Δ delta
Site-Wide ACRI
40
Avg across 312 pages · Range 30–87
🔍
Hidden Bloat Detected

Homepage scores 61, but internal pages average only 40 — a -21-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
130033
Avg Bloat
762.9×
RAG Fractures
2
Ext. Citations
175
⚠️
2 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 2 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://plos.org/privacy-policy-archive/
Privacy Policy – Archive - PLOS
 pricing 87 4.2× 17719 💰 Pricing
https://plos.org/libraries/partners/
Institutional Partners - PLOS
 pricing 85 7.9× 17303 💰 Pricing
https://plos.org/privacy-policy/
Privacy Policy - PLOS
 pricing 71 11.4× 4859 💰 Pricing
https://plos.org/view/commitment-map/
Commitment Map - PLOS
 pricing 64 160.6× 2580 💰 Pricing
https://plos.org/about/board-of-directors/
Diverse global leaders committed to advancing open science - PLOS
 pricing 63 29.0× 1937 💰 Pricing
https://plos.org/terms-of-use-archive/
Terms of Use Archive - PLOS
 pricing 63 25.6× 1946 💰 Pricing
https://plos.org/terms-of-use/
Terms of Use - PLOS
 pricing 63 23.1× 2188 💰 Pricing
https://plos.org/resource/open-peer-review/
Open Peer Review - PLOS
 pricing 63 27.6× 1792 💰 Pricing
https://plos.org/libraries/terms-of-service/
Terms of Service - PLOS
 pricing 63 25.8× 1952 💰 Pricing
https://plos.org/research-communities/health-literacy/
Health Literacy Research - PLOS
 pricing 61 55.8× 1249 💰 Pricing
https://plos.org/research-communities/food-security/
Food Security Research - PLOS
 pricing 61 63.3× 1058 💰 Pricing
https://plos.org/research-communities/artificial-intelligence/
Artificial Intelligence Research - PLOS
 pricing 61 63.3× 1132 💰 Pricing
https://plos.org/resources/editor-center/
Editor Center - PLOS
 pricing 60 75.3× 754 💰 Pricing
https://plos.org/blogs/about/
About PLOS Blogs - PLOS
 pricing 60 46.7× 1019 💰 Pricing
https://plos.org/resources/writing-center/
Writing Center - PLOS
 pricing 60 77.7× 720 💰 Pricing
https://plos.org/resources/for-reviewers/
For Reviewers - PLOS
 pricing 60 98.7× 570 💰 Pricing
https://plos.org/about/executive/
Meet the Executive Team driving open science - PLOS
 pricing 60 48.4× 1113 💰 Pricing
https://plos.org/financial-overview/2019-2/
2019 Financial Overview - PLOS
 pricing 60 68.0× 739 💰 Pricing
https://plos.org/financial-overview/2018-2/
2018 Financial Overview - PLOS
 pricing 60 56.6× 868 💰 Pricing
https://plos.org/open-science-policies/
PLOS journal policies
 pricing 60 46.5× 1128 💰 Pricing
https://plos.org/open-science-publishing/
Open Science publishing - PLOS
 pricing 60 50.4× 1020 💰 Pricing
https://plos.org/metrics/
Explore research metrics at PLOS
 pricing 60 50.3× 1135 💰 Pricing
https://plos.org/our-journals/
Our journal portfolio - PLOS
 pricing 60 41.0× 1428 💰 Pricing
https://plos.org/media/guideline/
Author and press guidelines - PLOS
 pricing 60 60.1× 842 💰 Pricing
https://plos.org/an-exciting-new-era/
An exciting new era - PLOS
 pricing 60 84.6× 613 💰 Pricing
https://plos.org/fees/
Explore our publication fees and funding for open access publishing - PLOS
 pricing 60 55.8× 959 💰 Pricing
https://plos.org/research-integrity-and-ethics/
Research Integrity and Publication Ethics - PLOS
 pricing 60 48.5× 1103 💰 Pricing
https://plos.org/financial-overview/
Financial Overview - PLOS
 pricing 60 51.9× 1016 ⚠️ RAG Fracture
https://plos.org/redefining-publishing/
Redefining Publishing: PLOS, supported by the Gordon and Betty Moore Foundation & Robert Wood Johnson Foundation, is launching an important new initiative
 pricing 60 47.7× 1203 💰 Pricing
https://plos.org/resource/understanding-the-publishing-process/
Understanding the Publishing Process - PLOS
 pricing 60 34.1× 1470 💰 Pricing
https://plos.org/our-commitment-to-sustainability/
Our commitment to sustainability through equitable open science - PLOS
 pricing 60 56.7× 975 💰 Pricing
https://plos.org/resource/how-to-store-and-manage-your-data/
How to Store and Manage Your Data - PLOS
 pricing 60 34.5× 1467 💰 Pricing
https://plos.org/resource/competing-interests-for-reviewers/
Competing Interests for Reviewers - PLOS
 pricing 60 61.1× 787 💰 Pricing
https://plos.org/resource/how-to-review-a-manuscript-video/
How to Review a Manuscript Video - PLOS
 pricing 60 74.9× 631 💰 Pricing
https://plos.org/resource/youve-been-invited-to-review-now-what/
You’ve Been Invited to Review. Now What? - PLOS
 pricing 60 54.6× 875 💰 Pricing
https://plos.org/resource/how-to-edit-your-work/
How to Edit Your Work - PLOS
 pricing 60 37.6× 1336 💰 Pricing
https://plos.org/resource/how-to-report-statistics/
How to Report Statistics - PLOS
 pricing 60 34.6× 1463 💰 Pricing
https://plos.org/resource/how-to-write-a-great-title/
How to Write a Great Title - PLOS
 pricing 60 57.5× 862 💰 Pricing
https://plos.org/resource/how-to-receive-and-respond-to-peer-review-feedback/
How to Receive and Respond to Peer Review Feedback - PLOS
 pricing 60 41.5× 1197 💰 Pricing
https://plos.org/resource/how-to-write-a-peer-review/
How to Write a Peer Review - PLOS
 pricing 60 32.4× 1542 💰 Pricing
https://plos.org/resource/understanding-scientific-and-research-ethics/
Understanding Scientific and Research Ethics - PLOS
 pricing 60 34.0× 1477 💰 Pricing
https://plos.org/resource/how-to-write-conclusions/
How to Write Discussions and Conclusions - PLOS
 pricing 60 38.5× 1304 💰 Pricing
https://plos.org/resource/how-to-write-your-methods/
How to Write Your Methods - PLOS
 pricing 60 32.3× 1571 💰 Pricing
https://plos.org/resource/how-to-write-a-great-abstract/
How to Write an Abstract - PLOS
 pricing 60 55.0× 893 💰 Pricing
https://plos.org/resource/how-to-share-your-research/
How to Share Your Research - PLOS
 pricing 60 52.5× 927 💰 Pricing
https://plos.org/resource/how-to-read-a-manuscript-as-a-peer-reviewer/
How to Read a Manuscript as a Peer Reviewer - PLOS
 pricing 60 37.5× 1314 💰 Pricing
https://plos.org/resource/10-tips-for-getting-started-as-a-peer-reviewer/
10 Tips for Getting Started as a Peer Reviewer - PLOS
 pricing 60 91.3× 537 💰 Pricing
https://plos.org/research-communities/cancer/
Cancer research - PLOS
 pricing 60 86.3× 730 💰 Pricing
https://plos.org/financial-overview/2021-2/
2021 Financial Overview - PLOS
 pricing 60 44.8× 1143 💰 Pricing
https://plos.org/research-assessment-interview-study/
Research Assessment - Interview Study - PLOS
 pricing 60 83.6× 598 💰 Pricing
https://plos.org/reviewer-feedback/
For Reviewers - PLOS
 pricing 60 98.7× 570 💰 Pricing
https://plos.org/research-communities/smart-cities/
Smart cities research - PLOS
 pricing 60 102.0× 580 💰 Pricing
https://plos.org/open-science/preprint-checklist/
Preprint Checklist - PLOS
 pricing 60 105.0× 520 💰 Pricing
https://plos.org/media/author-media-toolkit/
Author Media Toolkit - PLOS
 pricing 60 51.3× 975 💰 Pricing
https://plos.org/payment-terms-and-conditions/
Payment Terms and Conditions - PLOS
 pricing 60 56.9× 858 💰 Pricing
https://plos.org/research-communities/digital-health/
Digital health research - PLOS
 pricing 60 83.6× 754 💰 Pricing
https://plos.org/research-communities/impacts-of-hazards/
Impacts of Hazards Research - PLOS
 pricing 60 81.7× 738 💰 Pricing
https://plos.org/research-communities/personalized-medicine/
Personalized Medicine Research - PLOS
 pricing 60 67.5× 975 💰 Pricing
https://plos.org/research-communities/precision-agriculture/
Precision Agriculture Research - PLOS
 pricing 60 72.7× 901 💰 Pricing
https://plos.org/dora/
PLOS and DORA: Advancing responsible research assessment
 pricing 60 87.7× 561 💰 Pricing
https://plos.org/research-by-plos/
Research by PLOS
 pricing 60 95.9× 575 💰 Pricing
https://plos.org/financial-overview/2022-2/
2022 Financial Overview - PLOS
 pricing 60 60.8× 837 💰 Pricing
https://plos.org/financial-overview/2020-2/
2020 Financial Overview - PLOS
 pricing 60 51.2× 993 💰 Pricing
https://plos.org/about
About PLOS
 pricing 50 118.0× 455 💰 Pricing
https://plos.org/about/scientific-advisory-council/
Scientific Advisory Council - PLOS
 pricing 50 177.7× 283 💰 Pricing
https://plos.org/resources/for-reviewers/about/
About - PLOS
 pricing 50 196.8× 247 💰 Pricing
https://plos.org/resources/editor-center/conduct/
Code of Conduct for Editorial Board Members - PLOS
 pricing 50 103.2× 470 💰 Pricing
https://plos.org/about/
About PLOS
 pricing 50 118.0× 455 💰 Pricing
https://plos.org/blog
Blogs - PLOS
 pricing 50 131.6× 459 💰 Pricing
https://plos.org/libraries/faq/
Frequently Asked Questions - PLOS
 pricing 50 120.4× 418 💰 Pricing
https://plos.org/libraries/support/
Supporting Your Researchers - PLOS
 pricing 50 116.5× 440 💰 Pricing
https://plos.org/faq
Frequently Asked Questions - PLOS
 pricing 50 120.4× 418 💰 Pricing
https://plos.org/careers/
Careers at PLOS
 pricing 50 145.9× 345 💰 Pricing
https://plos.org/open-letter/
The open letter that sparked PLOS and the open access movement
 pricing 50 183.9× 263 💰 Pricing
https://plos.org/text-and-data-mining/
Text & Data Mining - PLOS
 pricing 50 178.9× 276 💰 Pricing
https://plos.org/open-science-practice/
Open Science practice - PLOS
 pricing 50 185.2× 264 💰 Pricing
https://plos.org/about-editors-and-reviewers/
Join us as an editor or peer reviewer - PLOS
 pricing 50 127.2× 403 💰 Pricing
https://plos.org/gates-foundation-partnership/
Gates Foundation partnership - PLOS
 pricing 50 107.7× 477 💰 Pricing
https://plos.org/about-authors/
Authors - PLOS
 pricing 50 135.0× 373 💰 Pricing
https://plos.org/libraries/agreements/
Our Sales Models - PLOS
 pricing 50 130.5× 389 💰 Pricing
https://plos.org/resource/peer-review-training-resources/
Peer Review Training Resources - PLOS
 pricing 50 192.8× 248 💰 Pricing
https://plos.org/libraries/agreements/flat-fee/
Flat Fee agreements - PLOS
 pricing 50 120.7× 431 💰 Pricing
https://plos.org/media/
Press releases and research coverage - PLOS
 pricing 50 177.1× 280 💰 Pricing
https://plos.org/resource/peer-review-template/
Peer Review Template - PLOS
 pricing 50 218.9× 213 💰 Pricing
https://plos.org/resource/peer-reviewing-data/
Peer Review Data - PLOS
 pricing 50 146.8× 321 💰 Pricing
https://plos.org/resource/ethics-for-peer-reviewers/
Ethics for Peer Reviewers - PLOS
 pricing 50 155.5× 304 💰 Pricing
https://plos.org/resource/peer-review-checklist/
Peer Review Checklist - PLOS
 pricing 50 202.4× 235 💰 Pricing
https://plos.org/audience/for-reviewers/
For Reviewers Archives - PLOS
 pricing 50 145.6× 330 💰 Pricing
https://plos.org/research-communities/
Leading the future of open science publishing - PLOS
 pricing 50 127.2× 401 💰 Pricing
https://plos.org/impact-of-peer-review/
Leading the future of open science publishing - PLOS
 pricing 50 127.2× 401 💰 Pricing
https://plos.org/blogs/
Blogs - PLOS
 pricing 50 131.6× 459 💰 Pricing
https://plos.org/open-science/
Open Science - PLOS
 pricing 50 131.0× 376 💰 Pricing
https://plos.org/funder-compliance/
Funder Compliance - PLOS
 pricing 50 218.1× 222 💰 Pricing
https://plos.org/libraries/agreements/global-equity/
Global Equity - PLOS
 pricing 50 106.5× 490 💰 Pricing
https://plos.org/libraries/agreements/community-action-publishing/
Community Action Publishing - PLOS
 pricing 50 125.4× 416 💰 Pricing
https://plos.org/libraries/agreements/apcs-institutions/
APCs for institutions - PLOS
 pricing 50 113.1× 469 💰 Pricing
https://plos.org/media/embargo-policy/
Guidelines for journalists and press officers - PLOS
 pricing 50 102.7× 473 💰 Pricing
https://plos.org/about/contact/
Get in touch - PLOS
 pricing 40 267.6× 190 💰 Pricing
https://plos.org/blogs/contact/
Contact PLOS Blogs - PLOS
 pricing 40 454.4× 114 💰 Pricing
https://plos.org/contact
Get in touch - PLOS
 pricing 40 267.6× 190 💰 Pricing
https://plos.org/signup-success/
Email Signup Success - PLOS
 pricing 40 790.1× 58 💰 Pricing
https://plos.org/cn/integrity-research/
科研出版社 (Scientific Research Publisher) | PLOS 期刊 - PLOS
 pricing 40 407.5× 153 💰 Pricing
https://plos.org/libraries/
Institutional Sales - PLOS
 pricing 40 367.9× 134 💰 Pricing
https://plos.org/accessibility/
Accessibility - PLOS
 pricing 40 254.6× 190 💰 Pricing
https://plos.org/pay-invoice/
Pay invoice - PLOS
 pricing 40 475.1× 99 💰 Pricing
https://plos.org/advertise/
Advertise with PLOS
 pricing 40 437.3× 110 💰 Pricing
https://plos.org/resource/writing-center-training-resources/
Writing Center Training Resources - PLOS
 pricing 40 317.2× 149 💰 Pricing
https://plos.org/journal/plos-genetics/
PLOS Genetics Archives - PLOS
 pricing 40 333.8× 144 💰 Pricing
https://plos.org/event/example-event/
Example Event - PLOS
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Neurosciences & Neurology Archives - PLOS
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Nuclear Science & Technology Archives - PLOS
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Ophthalmology Archives - PLOS
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Rehabilitation Archives - PLOS
 pricing 30 1342.8× 34 💰 Pricing
https://plos.org/subject_area/public-health-and-epidemiology/
Public Health and Epidemiology Archives - PLOS
 pricing 30 1142.6× 40 💰 Pricing
https://plos.org/subject_area/transportation/
Transportation Archives - PLOS
 pricing 30 1342.8× 34 💰 Pricing
https://plos.org/subject_area/public-environmental-occupational-health/
Public, Environmental & Occupational Health Archives - PLOS
 pricing 30 1089.1× 42 💰 Pricing
https://plos.org/subject_area/radiology-nuclear-medicine-medical-imaging/
Radiology, Nuclear Medicine & Medical Imaging Archives - PLOS
 pricing 30 1039.7× 44 💰 Pricing
https://plos.org/subject_area/respiratory-system/
Respiratory System Archives - PLOS
 pricing 30 1268.5× 36 💰 Pricing
https://plos.org/subject_area/tropical-medicine/
Tropical Medicine Archives - PLOS
 pricing 30 1268.5× 36 💰 Pricing
https://plos.org/subject_area/virology/
Virology Archives - PLOS
 pricing 30 1342.3× 34 💰 Pricing
https://plos.org/subject_area/rheumatology/
Rheumatology Archives - PLOS
 pricing 30 1342.6× 34 💰 Pricing
https://plos.org/subject_area/remote-sensing/
Remote Sensing Archives - PLOS
 pricing 30 1268.2× 36 💰 Pricing
https://plos.org/subject_area/robotics/
Robotics Archives - PLOS
 pricing 30 1342.3× 34 💰 Pricing
https://plos.org/subject_area/reproductive-biology/
Reproductive Biology Archives - PLOS
 pricing 30 1268.7× 36 💰 Pricing
https://plos.org/subject_area/software-engineering/
Software Engineering Archives - PLOS
 pricing 30 1268.7× 36 💰 Pricing
https://plos.org/journal_characteristic/faster-than-average/
Faster than average Archives - PLOS
 pricing 30 1202.5× 38 💰 Pricing
https://plos.org/journal_characteristic/open-code-optional-except-in-specific-cases/
Open Code optional, except in specific cases* Archives - PLOS
 pricing 30 995.0× 46 💰 Pricing
https://plos.org/journal_characteristic/format-free-initial-submission/
Format free initial submission Archives - PLOS
 pricing 30 1143.2× 40 💰 Pricing
https://plos.org/journal_characteristic/open-code-required-for-all-relevant-submissions/
Open Code required for all relevant submissions Archives - PLOS
 pricing 30 995.2× 46 💰 Pricing
https://plos.org/subject_area/sociology/
Sociology Archives - PLOS
 pricing 30 1342.4× 34 💰 Pricing
https://plos.org/subject_area/substance-use/
Substance Use Archives - PLOS
 pricing 30 1268.1× 36 💰 Pricing
https://plos.org/tag/webinar/
Page not found - PLOS
 pricing 30 1375.5× 33 💰 Pricing
🔗
Outbound External Citations
175 unique external domains cited across 312 pages
journals.plos.org ×312
collections.plos.org ×312
theplosblog.plos.org ×312
linkedin.com ×311
bsky.app ×311
facebook.com ×311
creativecommons.org ×6
osf.io ×5
🔄 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/plos.org

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

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🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to plos.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 3% 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 Plos?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Plos does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Plos work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Plos."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
82
Projected Score
90
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.

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📄 Generate llms.txt 📊 Export JSON Data 📸 Download Visual

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In development coming soon
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Track in My Site
Internal Linking
Deep Audit graph
Semantic Structure
GEO view in Deep Audit
Content Quality
Thin/duplicate tracking
Open My Site report → Open Self-Diffing incidents → Open History timeline →

🕒 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

📚 Research & Documentation

🔬
The Science of ACRI
Methodology behind the AI-Crawler Reality Index scoring model.
🚨
Hallucination Risk Study
How poor crawl access increases AI fabrication rates by 3.5×.
🔥
Structural Entropy Paper
The median web page wastes 55% of tokens on noise. Here's the data.
🧪
Extraction Lab Paper
Causal evidence that semantic HTML structure increases AI extraction accuracy.
📖
Documentation Hub
Metrics definitions, fix guides, and API reference for CI/CD integration.
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Free Tools
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