liqui-moly.com 65 C
🛡️ SEO 42 🤖 GEO 87 ⚡ Perf 39 🏗️ Arch 81

liqui-moly.com — Global SEODiff Score 65/100

liqui-moly.com
📊

liqui-moly.com achieves a 81/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. Compared to other infrastructure sites (avg score: 57), liqui-moly.com performs above the benchmark, suggesting strong competitive positioning in AI search. Its server-rendered architecture ensures AI crawlers receive complete HTML on first request, a key advantage for extractability. A tight 2.6× token bloat ratio reflects disciplined markup: minimal noise between the crawler and the content it needs. The site includes 2 schema blocks, providing adequate structured data for basic entity recognition. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

65
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (39) is your bottleneck.
🎯 Top Fix: Add HSTS header → +2 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 18, 2026 · 📋 API
📈 ACRI Trend 3 snapshots
Mar 5 Mar 18
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than liqui-moly.com?
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)42 × 0.25 = 10.5
🤖 AI Readiness / GEO (40% weight)87 × 0.40 = 34.8
⚡ Performance (20% weight)39 × 0.20 = 7.8
🏗️ Architecture & Trust (15% weight)81 × 0.15 = 12.2
Weighted sum = 10.5 + 34.8 + 7.8 + 12.2
Global SEODiff Score = 65 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
71
Structure
avg 35
44
Schema
avg 9
55
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 5%
Rank #46941
Aligned
Gap
AI (ACRI)
Top 5%
Score 81/100

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

Why liqui-moly.com ranks here

Tech stackExpress
RenderingSSR
Schema coverage2 blocks
Token bloat2.6×

Fastest improvements

  • You’re already in decent shape — the next moat is monitoring drift over time.
  • 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

42/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

63 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

118 chars
Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 0
  • ✓ Has <h2> headings — found 9
  • ✗ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — Motor oils, additives and car care from LIQUI MOLY
  • ✓ og:description — Motor oil, additives and car care: with over 4000 articles, we have the right products for every vehicle in the world.
  • ✓ og:image — preview
  • ✓ twitter:card — summary
📐 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

87/100 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 →
liqui-moly.com
72
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 71/100 — Good
Structured Elements 219 elements (219 lists, 0 rows, 0 headers)
Total Words1441
Raw Density15.2%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks2 block(s) — Basic (low value for AI)

Schema Coverage Map

2/7 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.

📐 AI Efficiency Metrics Docs

77
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability77/100 — AI models can easily extract answers from this page
Crawl CostMedium (50/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

38%
🗑️ 62%
Useful Content (149.6 KB)Bloat (232.1 KB)
Token Bloat Ratio2.6× — Lean

Multimodal Readiness

Visual Context48% Optimized for Vision
Image Alt Coverage32 / 66 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 48% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

60 Entropy
Fair Token Bloat: Medium
Noise Ratio: 60.8% · SNR: 0.64 · Signal: 38308 / Noise: 59422 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 liqui-moly.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
LIQUI MOLY provides a cloud-based project management platform for distributed engineering and product teams, focusing on sprint planning and resource optimization with AI.
Target Audience
Engineering managers, product managers, product owners, and CTOs involved in software development and project management.
Pricing Model
Not explicitly stated, likely tiered with a free plan and paid options based on team size and features.
🔗 Integration Partners
FacebookInstagramTwitterYouTubeXingLinkedIn
🛡️ Compliance Standards
GDPR
🏆 Competitive Moat
AI-powered sprint planning and real-time resource optimization, providing a competitive advantage through intelligent suggestions and automated task allocation.
📊 Content Depth
6/10
🔄 Programmatic SEO Signals
Integration directory pagesTemplate comparison pages
⚡ Key Pain Points
• No structured FAQ schema
• Thin landing pages for features
Analyzed by SEODiff AI · 2026-03-02

🔧 Tech Stack

FrameworkExpress
AI-Readiness Score55/100
Servernginx/1.28.2
CDN
HTTP Status200
Load Time1984 ms
Raw HTML Size381.8 KB
Visible Text Size149.6 KB

Performance & Speed

39/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1984 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1978
DOM nodes
382 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=3600, public, s-maxage=0
  • ✗ 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
browser.sentry-cdn.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

81/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

196
internal links
52
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-ca
  • ✓ 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 72/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for liqui-moly.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/liqui-moly.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=liqui-moly.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 78 pages · Deep-10

Homepage ACRI
72
Single-page score
-16
Moderate hidden bloat
Δ delta
Site-Wide ACRI
57
Avg across 78 pages · Range 0–90
🔍
Hidden Bloat Detected

Homepage scores 72, but internal pages average only 57 — a -16-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
5%
Topical Drift
TF-IDF cosine similarity
Total Words
60574
Avg Bloat
142.0×
Page Type ACRI Token Bloat Words Status
https://www.liqui-moly.com/de/de/service/datenschutzerklaerung.html
Datenschutzerklärung | LIQUI MOLY
pricing 90 8.9× 9541 💰 Pricing
https://www.liqui-moly.com/de/de/geschaeftskunden/service/verkaufen-im-internet.html
Verkaufen im Internet | LIQUI MOLY
product 72 50.1× 1248
https://www.liqui-moly.com/de/de/geschaeftskunden/service/beschraenkung-von-diisocyanaten.html
Beschränkung von Diisocyanaten | LIQUI MOLY
pricing 69 67.5× 1267 💰 Pricing
https://www.liqui-moly.com/de/de/zubehoer.html
Zubehör | LIQUI MOLY
pricing 69 197.7× 506 💰 Pricing
https://www.liqui-moly.com/de/de/tankstellenprodukte.html
Tankstellenprodukte | LIQUI MOLY
pricing 69 81.7× 2241 💰 Pricing
https://www.liqui-moly.com/de/de/werkstattlinie.html
Werkstattlinie | LIQUI MOLY
pricing 69 191.5× 542 💰 Pricing
https://www.liqui-moly.com/de/de/reparaturhilfen-serviceprodukte.html
Reparaturhilfen/ Serviceprodukte | LIQUI MOLY
pricing 69 109.7× 1221 💰 Pricing
https://www.liqui-moly.com/de/de/fahrzeugpflege.html
Fahrzeugpflege | LIQUI MOLY
pricing 69 186.6× 563 💰 Pricing
https://www.liqui-moly.com/de/de/altoelsammel-und-absaugwagen-p005396.html
Altölsammel- und -absaugwagen | LIQUI MOLY
pricing 69 128.8× 541 💰 Pricing
https://www.liqui-moly.com/de/de/fette.html
Fette | LIQUI MOLY
pricing 69 182.1× 546 💰 Pricing
https://www.liqui-moly.com/de/de/getriebeoele.html
Getriebeöle | LIQUI MOLY
pricing 69 73.6× 2694 💰 Pricing
https://www.liqui-moly.com/de/de/motoroele.html
Motoröle | LIQUI MOLY
pricing 69 76.4× 2525 💰 Pricing
https://www.liqui-moly.com/de/de/additive.html
Additive | LIQUI MOLY
pricing 69 198.3× 516 💰 Pricing
https://www.liqui-moly.com/de/de/oele.html
Öle | LIQUI MOLY
pricing 69 68.5× 4569 💰 Pricing
https://www.liqui-moly.com/de/de/cabrio-pflegeset-1x1593-1x1594-1x3312-p005639.html
Cabrio Pflegeset (1x1593/1x1594/1x3312) | LIQUI MOLY
pricing 69 143.3× 550 💰 Pricing
https://www.liqui-moly.com/de/de/setprodukt-test-p005692.html
Setprodukt TEST | LIQUI MOLY
pricing 69 149.7× 525 💰 Pricing
https://www.liqui-moly.com/de/de/brake-fluid-tronic-p005769.html
Brake Fluid Tronic | LIQUI MOLY
pricing 69 138.3× 543 💰 Pricing
https://www.liqui-moly.com/de/de/altoelsammelwagen-p005395.html
Altölsammelwagen | LIQUI MOLY
pricing 69 137.3× 506 💰 Pricing
https://www.liqui-moly.com/de/de/jetclean-tronic-iii-iii-pro-kraftstofffilter-p005680.html
JetClean Tronic III/III Pro Kraftstofffilter | LIQUI MOLY
pricing 69 114.1× 704 💰 Pricing
https://www.liqui-moly.com/de/de/jetclean-tronic-iii-pro-partikelfilterreinigungsset-p005669.html
JetClean Tronic III Pro Partikelfilterreinigungsset | LIQUI MOLY
pricing 69 108.0× 653 💰 Pricing
Showing 20 of 78 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
/de/ 70 63 0% 153.7× High JS Bloat
/contact/ 1 49 0% 319.8× High JS Bloat
/about/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
/docs/ 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
/pricing/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
🔄 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/liqui-moly.com

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

🔗 Similar infrastructure Sites

Domains with a similar tech stack, industry, and AI readiness profile to liqui-moly.com. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
liqui-moly.com (this site) 72 81 Express 2.6× 2
sos-accessoire.com 86 93 Express 2.6× 13 Compare →
sos-ricambi.it 86 94 Express 2.6× 13 Compare →
sos-zubehoer.de 88 95 Express 2.6× 13 Compare →
jagoanchetslot.com 87 92 Express 6.5× 8 Compare →
driphydration.com 86 95 WordPress 1.9× 2 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

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

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 Liqui-moly?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Liqui-moly does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Liqui-moly work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Liqui-moly."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
81
Projected Score
84
Improvement
+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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