jmir.org 59 D
🛡️ SEO 39 🤖 GEO 68 ⚡ Perf 59 🏗️ Arch 69

jmir.org — Global SEODiff Score 59/100

jmir.org
📊

At 71/100, the ACRI for jmir.org indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Compared to other healthcare sites (avg score: 57), jmir.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. Token bloat registers at 12.7× — acceptable, but reducing inline scripts and redundant markup could yield measurable gains. 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.

59
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (39) has the most room for improvement.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 30 snapshots
Feb 22 Mar 21
🔔 Recent AI Indexing Activity
🔄 Mar 21 Content change detected
🔄 Mar 20 Content change detected
🔄 Mar 20 Content change detected
🔄 Mar 18 Content change detected
🔄 Mar 16 Content change detected
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)39 × 0.25 = 9.8
🤖 AI Readiness / GEO (40% weight)68 × 0.40 = 27.2
⚡ Performance (20% weight)59 × 0.20 = 11.8
🏗️ Architecture & Trust (15% weight)69 × 0.15 = 10.3
Weighted sum = 9.8 + 27.2 + 11.8 + 10.3
Global SEODiff Score = 59 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
41
Structure
avg 35
0
Schema
avg 9
80
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 1%
Rank #13908
+29 pts
Gap
AI (ACRI)
Top 30%
Score 71/100

jmir.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 jmir.org ranks here

Tech stackNuxt.js
Industryhealthcare
RenderingSSR
Schema coverage0 blocks
Token bloat12.7×

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

39/100 25 % of Global Score 🟡 Medium Confidence

📝 Title Tag

36 chars
Good length

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 6
  • ✓ <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 — JMIR - Journal of Medical Internet Research
  • ✓ og:description — Journal of Medical Internet Research - International Scientific Journal for Medical Research, Information and Communication on the Internet
  • ✓ og:image — preview
  • ✗ 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

68/100 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, adwordsguide.com (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 →
jmir.org
49
Your ACRI Score
86
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. adwordsguide.com 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 41/100 — Fair
Structured Elements 133 elements (133 lists, 0 rows, 0 headers)
Total Words2629
Raw Density5.1%

🏷️ 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

45
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability45/100 — AI models can partially extract answers from this page
Crawl CostMedium (65/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

7%
🗑️ 93%
Useful Content (34.8 KB)Bloat (408.1 KB)
Token Bloat Ratio12.7× — Normal

Multimodal Readiness

Visual Context93% Optimized for Vision
Image Alt Coverage28 / 30 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: 92.1% · SNR: 0.09 · Signal: 8911 / Noise: 104470 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 jmir.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 Journal of Medical Internet Research (JMIR) is a leading health informatics and health services/health policy journal focusing on digital
Target Audience
Researchers, clinicians, healthcare professionals, data scientists, public health officials, and students in related fields.
Pricing Model
Subscription-based; institutional memberships available.
🏆 Competitive Moat
Unique focus on digital health and eHealth/mHealth, combined with a rigorous peer-review process and a strong reputation in the field.
📊 Content Depth
7/10
🔄 Programmatic SEO Signals
Integration directory pagesTemplate comparison pages
⚡ Key Pain Points
• Limited scope compared to broader medical informatics journals
• Potential delays in publication due to rigorous peer review
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

FrameworkNuxt.js
AI-Readiness Score80/100
Server
CDN
HTTP Status200
Load Time666 ms
Raw HTML Size442.9 KB
Visible Text Size34.8 KB

Performance & Speed

59/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

666 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1484
DOM nodes
443 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✗ Cache-Control header
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 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

69/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

262
internal links
31
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 49/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for jmir.org
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/jmir.org" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=jmir.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 142 pages · Deep-10

Homepage ACRI
49
Single-page score
-7
Moderate hidden bloat
Δ delta
Site-Wide ACRI
43
Avg across 142 pages · Range 0–56
Topical Cohesion
11%
Topical Drift
TF-IDF cosine similarity
Total Words
65584
Avg Bloat
143.1×
Page Type ACRI Token Bloat Words Status
https://www.jmir.org/about-journal/focus-and-scope
Journal of Medical Internet Research - About the Journal
pricing 56 30.9× 1611 💰 Pricing
https://www.jmir.org/announcements/40
Journal of Medical Internet Research - Medicine 2.0'11 at Stanford University
pricing 56 34.8× 1378 💰 Pricing
https://www.jmir.org/announcements/244
Journal of Medical Internet Research - JMIR Expands its Leadership Team to Fuel the Company's Next Phase of Growth
pricing 56 36.8× 1306 💰 Pricing
https://www.jmir.org/announcements/311
Journal of Medical Internet Research - JMIR Publications Joins ScienceOpen's Discovery Platform
pricing 53 74.0× 626 💰 Pricing
https://www.jmir.org/announcements/313
Journal of Medical Internet Research - JMIRx Med: PubMed and PubMed Central Bring in a Novel Publication Highlighting the Power of Preprints
pricing 53 83.2× 552 💰 Pricing
https://www.jmir.org/announcements/41
Journal of Medical Internet Research - 5th Meeting of The International Society for Research on Internet Interventions (ISRII) and JMIR Theme Issue
pricing 53 71.2× 642 💰 Pricing
https://www.jmir.org/announcements/145
Journal of Medical Internet Research - JMIR Special Issue on Mining Online Health Reports - Call for Papers
pricing 53 62.7× 764 💰 Pricing
https://www.jmir.org/announcements/246
Journal of Medical Internet Research - Infoway Partners with Prestigious Medical Publisher JMIR Publications to Advance Digital Health Research in Canada
pricing 53 67.1× 696 💰 Pricing
https://www.jmir.org/announcements/7
Journal of Medical Internet Research - CALL FOR PAPERS: Global Theme Issue on Poverty and Human Development - the Role of E-health (to be published in October 2007)
pricing 53 47.9× 971 💰 Pricing
https://www.jmir.org/announcements/8
Journal of Medical Internet Research - 2006 ISI/SCI Impact Factors confirm JMIR as a top health informatics & health sciences research journal
pricing 53 69.1× 664 💰 Pricing
https://www.jmir.org/announcements/9
Journal of Medical Internet Research - Call for abstracts/papers: JMIR Special Issue Web-Assisted Tobacco Interventions
pricing 53 89.4× 507 💰 Pricing
https://www.jmir.org/announcements/12
Journal of Medical Internet Research - Call for Papers: Medicine 2.0
pricing 53 51.6× 902 💰 Pricing
https://www.jmir.org/announcements/14
Journal of Medical Internet Research - ISI/SCI Impact Factors 2007: JMIR remains on top
pricing 53 80.9× 563 💰 Pricing
https://www.jmir.org/announcements/17
Journal of Medical Internet Research - Technical Analyst / Web Developer (PHP/LAMP) as JMIR Technical Lead (Toronto, Canada)
pricing 53 71.2× 648 💰 Pricing
https://www.jmir.org/announcements/20
Journal of Medical Internet Research - JMIR is a founding member of the Open Access Scholarly Publishers Association
pricing 53 61.7× 747 💰 Pricing
https://www.jmir.org/announcements/24
Journal of Medical Internet Research - JMIR now ranked the #1 health informatics journal, #2 in health care services & sciences category, by Impact Factor
pricing 53 75.2× 607 💰 Pricing
https://www.jmir.org/announcements/44
Journal of Medical Internet Research - JMIR's new Impact Factor: 4.7 (5-yr IF: 5.0) - remains top journal in its discipline
pricing 53 53.3× 870 💰 Pricing
https://www.jmir.org/announcements/74
Journal of Medical Internet Research - Medicine 2.0'14: Will you be in Hawaii or Spain?
pricing 53 68.0× 681 💰 Pricing
https://www.jmir.org/announcements/80
Journal of Medical Internet Research - JMIR's Impact Factor 2013: 4.7 (5 year IF: 5.7), ranked #1 journal for the 5th time
pricing 53 43.0× 1085 💰 Pricing
https://www.jmir.org/announcements/33
Journal of Medical Internet Research - Medicine 2.0: Call for Abstracts and Award Nominations
pricing 53 83.9× 541 💰 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
/announcements/ 131 46 1% 154.2× Bot Blocked
/about-journal/ 1 56 0% 30.9× High JS Bloat
/pricing/ 1 0 0% 0.0× Low AI Readiness
/faq/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 43 1% 81.7× Bot Blocked
/features/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 142 pages
games.jmir.org ×133
data.jmir.org ×133
neuro.jmir.org ×133
aging.jmir.org ×133
humanfactors.jmir.org ×133
medicine20.com ×133
xmed.jmir.org ×133
i-jmr.org ×133
🔄 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/jmir.org

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

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📊 Semantic Share of Voice

How often would an AI cite jmir.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 jmir.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": "Jmir",
  "url": "https://jmir.org",
  "logo": "https://asset.jmir.pub/assets/static/images/apple-touch-icon-57x57.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": "Jmir",
  "url": "https://jmir.org",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://jmir.org/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 7% 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 Jmir?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Jmir does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Jmir work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Jmir."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
71
Projected Score
89
Improvement
+18 pts
Add Organization schema +6 pts
Add WebSite schema +4 pts
Reduce token bloat +5 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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