takeda.com 66 C
🛡️ SEO 58 🤖 GEO 66 ⚡ Perf 54 🏗️ Arch 93

takeda.com — Global SEODiff Score 66/100

takeda.com
📊

At 81/100, the ACRI for takeda.com indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Within the healthcare vertical, this places takeda.com above the industry average of 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. A 50.0× token bloat ratio means crawlers must process significantly more tokens to reach the actual content — a drag on extraction efficiency. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

66
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (54) is your bottleneck.
🎯 Top Fix: Reduce token bloat (77×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 20, 2026 · 📋 API
📈 ACRI Trend 26 snapshots
Feb 21 Mar 20
🔔 Recent AI Indexing Activity
🔄 Mar 15 Content change detected
Does your site score higher than takeda.com?
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)58 × 0.25 = 14.5
🤖 AI Readiness / GEO (40% weight)66 × 0.40 = 26.4
⚡ Performance (20% weight)54 × 0.20 = 10.8
🏗️ Architecture & Trust (15% weight)93 × 0.15 = 13.9
Weighted sum = 14.5 + 26.4 + 10.8 + 13.9
Global SEODiff Score = 66 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
67
Structure
avg 35
42
Schema
avg 9
70
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #26030
Aligned
Gap
AI (ACRI)
Top 5%
Score 81/100

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

Why takeda.com ranks here

Tech stackNext.js
Industryhealthcare
RenderingSSR
Schema coverage1 blocks
Token bloat50×+

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…
🛡️

Traditional SEO

58/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

39 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

131 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 5
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.takeda.com/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en
  • ✅ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Takeda Pharmaceuticals: Global Homepage
  • ✓ og:description — Takeda is a patient-focused, R&D-driven global biopharmaceutical company committed to bringing Better Health and a Brighter Future.
  • ✓ 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

66/100 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, adelaideaccountant.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 →
takeda.com
60
Your ACRI Score
86
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. adelaideaccountant.com has schema coverage of 4 blocks and uses Express. 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 67/100 — Good
Structured Elements 150 elements (150 lists, 0 rows, 0 headers)
Total Words1110
Raw Density13.5%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks1 block(s) — Basic (low value for AI)

Schema Coverage Map

1/7 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.
💡WebSite schema missing. Add WebSite + SearchAction so Google can generate a Sitelinks Search Box for your brand in AI results.

📐 AI Efficiency Metrics Docs

57
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability57/100 — AI models can partially extract answers from this page
Crawl CostHigh (100/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

1%
🗑️ 99%
Useful Content (8.3 KB)Bloat (630.2 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage6 / 6 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 638.4 KB, but only 8.3 KB is text. 1% useful / 99% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (50×+) 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: 98.7% · SNR: 0.01 · Signal: 2116 / Noise: 161323 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 takeda.com 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
This company provides ethical guidance and compliance programs for pharmaceutical companies, focusing on risk management, regulatory adherence, and fostering a
Target Audience
Pharmaceutical companies, particularly those involved in research and development, and compliance officers.
Pricing Model
Not explicitly stated, likely tiered based on company size and scope of services.
🔗 Integration Partners
PhRMAIFPMAEthicspoint
🛡️ Compliance Standards
Declaration of HelsinkiAAALAC
🏆 Competitive Moat
Comprehensive, proactive approach to ethics and compliance, incorporating external expert advice and ongoing monitoring, combined with a strong internal culture and dedicated resources.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Policy document linksEthics Line website link
⚡ Key Pain Points
• Complex ethical considerations in research (human genome, stem cell research)
• Managing third-party intermediaries for anti-corruption
• Ensuring compliance with global regulations and standards
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

FrameworkNext.js
AI-Readiness Score70/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time602 ms
Raw HTML Size638.4 KB
Visible Text Size8.3 KB

Performance & Speed

54/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

602 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1262
DOM nodes
638 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → public, max-age=0, must-revalidate
  • ✓ CDN cache status → DYNAMIC
  • ✓ CDN detected → cloudflare

🔬 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

93/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.takeda.com/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

167
internal links
2
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 60/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for takeda.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/takeda.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=takeda.com" 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 109 pages · Deep-10

Homepage ACRI
60
Single-page score
-12
Moderate hidden bloat
Δ delta
Site-Wide ACRI
48
Avg across 109 pages · Range 0–79
🔍
Hidden Bloat Detected

Homepage scores 60, but internal pages average only 48 — a -12-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
17%
Topical Drift
TF-IDF cosine similarity
Total Words
91941
Avg Bloat
170.1×
RAG Fractures [?]
7
⚠️
7 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 7 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://www.takeda.com/about/corporate-responsibility/ethics-disclosures/ethics/
Ethics, Code of Conduct and Anti-Trust | Takeda Pharmaceuticals
pricing 79 8.7× 12357 💰 Pricing
https://www.takeda.com/about/corporate-responsibility/faq/
Global CSR Program FAQs | Takeda Pharmaceuticals
pricing 66 14.8× 8538 💰 Pricing
https://www.takeda.com/about/leadership/teresa-bitetti/
Teresa Bitetti - Takeda Pharmaceuticals
about 62 96.8× 798
https://www.takeda.com/about/leadership/ramona-sequeira/
Ramona Sequeira - Takeda Pharmaceuticals
about 62 137.2× 556
https://www.takeda.com/about/leadership/julie-kim/
Julie Kim | Takeda Pharmaceuticals
pricing 62 100.5× 765 💰 Pricing
https://www.takeda.com/about/leadership/andrew-plump/
Andrew S. Plump | Takeda Pharmaceuticals
about 62 117.5× 653
https://www.takeda.com/about/corporate-responsibility/ethics-disclosures/efpia/2023/
EFPIA Disclosure Reports 2023 | Takeda Pharmaceuticals
about 61 89.1× 1229
https://www.takeda.com/about/corporate-responsibility/ethics-disclosures/patient-group-disclosures/
Patient Group Disclosures | Takeda Pharmaceuticals
about 61 106.4× 1149
https://www.takeda.com/about/our-company/history/
Our History | Takeda Pharmaceuticals
pricing 61 21.7× 7953 💰 Pricing
https://www.takeda.com/about/corporate-responsibility/ethics-disclosures/efpia/2022/
EFPIA Disclosure Reports 2022 | Takeda Pharmaceuticals
about 61 87.8× 1248
https://www.takeda.com/about/corporate-responsibility/corporate-sustainability/sustainability-approach/talent-management/
Talent Management Program | Takeda Pharmaceuticals
pricing 60 21.4× 4126 💰 Pricing
https://www.takeda.com/about/corporate-responsibility/corporate-sustainability/access-to-medicine/strengthening-healthcare-systems/
Access to Medicines - Strengthening Healthcare Systems | Takeda Pharmaceuticals
pricing 60 26.5× 3736 💰 Pricing
https://www.takeda.com/about/corporate-governance/governance-structure/
Management Structure | Takeda Pharmaceuticals
pricing 60 35.9× 2633 💰 Pricing
https://www.takeda.com/about/corporate-responsibility/ethics-disclosures/efpia/2024/
EFPIA Disclosure Reports 2024 | Takeda Pharmaceuticals
about 58 87.1× 1223
https://www.takeda.com/about/corporate-responsibility/corporate-giving/
Global CSR Program | Takeda Pharmaceuticals
pricing 58 95.2× 1463 💰 Pricing
https://www.takeda.com/about/corporate-responsibility/corporate-giving/programs-in-action/
CSR Partnerships | Takeda Pharmaceuticals
pricing 58 92.7× 1520 💰 Pricing
https://www.takeda.com/about/corporate-responsibility/corporate-giving/programs/takeda-chair/
CSR Program: LSHTM | Takeda Pharmaceuticals
about 57 119.5× 699
https://www.takeda.com/about/corporate-responsibility/corporate-giving/programs/joicfp-2017/
CSR Program: JOICFP | Takeda Pharmaceuticals
pricing 57 136.0× 610 💰 Pricing
https://www.takeda.com/about/corporate-responsibility/corporate-sustainability/sustainability-approach/timely-broad-and-sustainable-access/
Timely, broad and sustainable access | Takeda Pharmaceuticals
pricing 57 55.9× 1407 ⚠️ RAG Fracture
https://www.takeda.com/about/our-company/corporate-philosophy/
Our Corporate Philosophy | Takeda Pharmaceuticals
pricing 57 116.7× 725 💰 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
/about/ 100 52 1% 181.1× Bot Blocked
/faq/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 57 1% 76.4× Bot Blocked
/products/ 1 37 1% 361.0× Bot Blocked
/integrations/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 109 pages
youtube.com ×101
linkedin.com ×101
assets-dam.takeda.com ×19
betransparent.be ×4
vistor.is ×4
enli.dk ×4
transparantieregister.nl ×4
infarma.pl ×3
🔄 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/takeda.com

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

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📊 Semantic Share of Voice

How often would an AI cite takeda.com 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 takeda.com. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

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": "Takeda",
  "url": "https://takeda.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://takeda.com/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 1% 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 Takeda?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Takeda does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Takeda work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Takeda."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for takeda.com:

Current Score
81
Projected Score
93
Improvement
+12 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
🔍 Found indexing issues?
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