ksb.com 52 D
🛡️ SEO 47 🤖 GEO 55 ⚡ Perf 29 🏗️ Arch 84

ksb.com — Global SEODiff Score 52/100

ksb.com
📊

ksb.com achieves a 69/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. In the government sector, ksb.com outperforms the average (57), suggesting strong competitive positioning in AI search. The rendering approach is hybrid, with a moderate ghost ratio of 30% — most content is accessible without JS, though some elements are client-rendered. The bloated 50.0× token ratio highlights an urgent need to clean up non-content markup, scripts, and navigation clutter. Zero schema blocks puts this site at a disadvantage in knowledge graph and AI-answer pipelines that rely on explicit structured data. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

52
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Performance (29) has the most room for improvement.
🎯 Top Fix: Reduce token bloat (507×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 16, 2026 · 📋 API
Does your site score higher than ksb.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)47 × 0.25 = 11.8
🤖 AI Readiness / GEO (40% weight)55 × 0.40 = 22.0
⚡ Performance (20% weight)29 × 0.20 = 5.8
🏗️ Architecture & Trust (15% weight)84 × 0.15 = 12.6
Weighted sum = 11.8 + 22.0 + 5.8 + 12.6
Global SEODiff Score = 52 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
84
Rendering
avg 93
63
Structure
avg 35
0
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 7%
Rank #66105
+30 pts
Gap
AI (ACRI)
Top 36%
Score 69/100

ksb.com 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 ksb.com ranks here

Tech stackReact
Industrygovernment
RenderingHybrid
Schema coverage0 blocks
Token bloat50×+

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

47/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

59 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

146 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 2
  • ✓ Has <h2> headings — found 5
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.ksb.com/en-global
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en
  • ✅ Hreflang tags
  • ✓ 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

55/100 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 government sector, gep.com (ACRI: 83) 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 →
ksb.com
47
Your ACRI Score
83
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. gep.com has schema coverage of 3 blocks and uses Drupal. 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.

👻
Shadow Content Detected: 30% of your page token budget is in non-rendered regions (JavaScript-dependent content that AI crawlers may not process). Combined with 507.3x token bloat, AI models are using most of their context window on noise instead of your real content. This dramatically increases hallucination probability — models fill the gap with made-up facts.
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 30%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 63/100 — Good
Structured Elements 83 elements (83 lists, 0 rows, 0 headers)
Total Words688
Raw Density12.1%

🏷️ 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

40
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability40/100 — 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 (4.6 KB)Bloat (2349.7 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context47% Optimized for Vision
Image Alt Coverage14 / 30 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 2354.3 KB, but only 4.6 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.
💡Only 47% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 99.8% · SNR: 0.00 · Signal: 1188 / Noise: 601511 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 ksb.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
KSB provides a comprehensive online catalog of pumps and valves, offering detailed specifications, technical documentation, and product information to facilitate
Target Audience
Mechanical engineers, plant operators, maintenance technicians, and procurement specialists in industries requiring fluid handling systems.
Pricing Model
Product-based pricing; no explicit subscription model identified.
🔗 Integration Partners
PumpDrive 2PumpDrive 3IEC 60072API 682
🛡️ Compliance Standards
IEC TS 60034-2-3:2016DIN V 42673 (07-2011)EN 12756IEC 60072
🏆 Competitive Moat
Extensive product catalog, detailed technical specifications, and integration with KSB's motor systems provide a complete solution for pump and valve selection and procurement.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Integration directory pagesTemplate comparison pages
⚡ Key Pain Points
• Lack of structured FAQ schema
• Thin landing pages for features
Analyzed by SEODiff AI · 2026-03-03

🔧 Tech Stack

FrameworkReact
AI-Readiness Score50/100
Server
CDN
HTTP Status200
Load Time2970 ms
Raw HTML Size2354.3 KB
Visible Text Size4.6 KB

Performance & Speed

29/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

2970 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

809
DOM nodes
2354 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✗ Cache-Control header
  • ✗ 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

84/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

107
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 47/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for ksb.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/ksb.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=ksb.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 64 pages · Deep-10

Homepage ACRI
47
Single-page score
-17
Moderate hidden bloat
Δ delta
Site-Wide ACRI
31
Avg across 64 pages · Range 0–50
🔍
Hidden Bloat Detected

Homepage scores 47, but internal pages average only 31 — a -17-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
15%
Topical Drift
TF-IDF cosine similarity
Total Words
35861
Avg Bloat
496.4×
RAG Fractures [?]
56
⚠️
56 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 56 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://ksb.com/products
KSB product catalogue for efficient pumps & valves | KSB
pricing 50 29.9× 18225 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/impeller-1116078
Impeller | KSB
pricing 49 193.2× 975 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/pressure-booster-system-1115732
Pressure booster system | KSB
pricing 49 224.6× 516 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/installation-1117016
Installation | KSB
pricing 49 121.4× 1094 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/inlet-conditions-1116678
Inlet conditions | KSB
pricing 49 84.2× 1812 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/internal-leakage-loss-1115928
Internal leakage loss | KSB
pricing 49 216.5× 573 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/piping-1115806
Piping | KSB
pricing 49 213.0× 666 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/plain-bearing-1115720
Plain bearing | KSB
pricing 49 110.8× 1688 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/pump-shaft-1115634
Pump shaft | KSB
pricing 49 225.5× 515 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/inducer-1117262
Inducer | KSB
pricing 49 189.0× 640 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/pn-1115878
PN | KSB
pricing 39 394.0× 282 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/impeller-trimming-1117336
Impeller trimming | KSB
pricing 39 277.4× 413 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/pump-system-1115874
Pump system | KSB
pricing 39 443.5× 239 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/inclined-rotor-pump-1115974
Inclined rotor pump | KSB
pricing 39 521.2× 207 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/integral-motor-1116288
Integral motor | KSB
pricing 39 314.8× 372 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/intake-elbow-1116518
Intake elbow | KSB
pricing 39 268.0× 453 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/irrigation-pump-1116202
Irrigation pump | KSB
pricing 39 302.1× 393 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/impeller-blade-pitch-control-1116360
Impeller blade pitch control | KSB
pricing 39 266.4× 446 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/internal-efficiency-1117912
Internal efficiency | KSB
pricing 39 255.4× 496 ⚠️ RAG Fracture
https://www.ksb.com/en-global/centrifugal-pump-lexicon/article/intake-chamber-1118196
Intake chamber | KSB
pricing 39 258.2× 440 ⚠️ RAG Fracture
Showing 20 of 64 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
/en-global/ 54 35 1% 582.9× Bot Blocked
/about/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 50 1% 29.9× Bot Blocked
/contact/ 1 39 1% 264.9× Bot Blocked
/pricing/ 1 0 0% 0.0× Low AI Readiness
/features/ 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
/faq/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 64 pages
app11.jaggaer.com ×55
go.ksb.com ×2
🔄 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/ksb.com

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

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📊 Semantic Share of Voice

How often would an AI cite ksb.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 ksb.com. 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": "Ksb",
  "url": "https://ksb.com",
  "logo": "https://ksb.com/_node/favicon.ico?v=2",
  "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": "Ksb",
  "url": "https://ksb.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://ksb.com/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 0% 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 Ksb?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Ksb does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Ksb work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Ksb."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
69
Projected Score
87
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
🔍 Found indexing issues?
Run a free deep audit to diagnose crawled-not-indexed, soft 404s, redirect errors, and more.
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