12gebrauchtwagen.de 58 D
🛡️ SEO 44 🤖 GEO 63 ⚡ Perf 59 🏗️ Arch 64

12gebrauchtwagen.de — Global SEODiff Score 58/100

12gebrauchtwagen.de
📊

The AI-Readiness profile for 12gebrauchtwagen.de is strong: an ACRI of 76/100 places it ahead of 83% of domains in the index. The low ghost ratio (10%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. A 47.8× token bloat ratio means crawlers must process significantly more tokens to reach the actual content — a drag on extraction efficiency. The site includes 2 schema blocks, providing adequate structured data for basic entity recognition. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

58
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Traditional SEO (44) has the most room for improvement.
🎯 Top Fix: Reduce token bloat (48×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 20, 2026 · 📋 API
📈 ACRI Trend 8 snapshots
Feb 23 Mar 20
🔔 Recent AI Indexing Activity
🔄 Mar 20 Content change detected
🔄 Mar 17 Content change detected
🔄 Mar 12 Content change detected
Does your site score higher than 12gebrauchtwagen.de?
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)44 × 0.25 = 11.0
🤖 AI Readiness / GEO (40% weight)63 × 0.40 = 25.2
⚡ Performance (20% weight)59 × 0.20 = 11.8
🏗️ Architecture & Trust (15% weight)64 × 0.15 = 9.6
Weighted sum = 11.0 + 25.2 + 11.8 + 9.6
Global SEODiff Score = 58 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
97
Rendering
avg 93
48
Structure
avg 35
44
Schema
avg 9
55
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 8%
Rank #83581
+9 pts
Gap
AI (ACRI)
Top 17%
Score 76/100

12gebrauchtwagen.de shows stronger AI visibility than traditional SEO ranking. Great AI foundation to build on. ACRI measures technical crawler readiness. Read the methodology →

Why 12gebrauchtwagen.de ranks here

Tech stackExpress
Industry
RenderingHybrid
Schema coverage2 blocks
Token bloat47.8×

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

44/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

72 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

271 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 10
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✗ Canonical tag present
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → de
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ 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

63/100 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.

🚨

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 10%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 48/100 — Fair
Structured Elements 65 elements (65 lists, 0 rows, 0 headers)
Total Words934
Raw Density7.0%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks2 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

52
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability52/100 — 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

2%
🗑️ 98%
Useful Content (6.7 KB)Bloat (312.0 KB)
Token Bloat Ratio47.8× — Bloated

Multimodal Readiness

Visual Context65% Optimized for Vision
Image Alt Coverage37 / 57 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 318.7 KB, but only 6.7 KB is text. 2% useful / 98% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (47.8×) 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: 97.9% · SNR: 0.02 · Signal: 1705 / Noise: 79872 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 12gebrauchtwagen.de 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 platform aggregates used car listings from numerous online marketplaces, enabling users to compare vehicles across different brands and locations, and provides a valuation tool.
Target Audience
Car buyers, specifically individuals seeking to purchase a used vehicle, ranging from casual shoppers to experienced car enthusiasts.
Pricing Model
Free to use with optional premium features (e.g., saved searches, personalized notifications) – likely a subscription model.
🔗 Integration Partners
Autobörsen
🏆 Competitive Moat
Extensive database of used car listings and a comprehensive comparison tool, combined with a valuation service, offering a centralized and efficient solution for car buyers.
📊 Content Depth
6/10
🔄 Programmatic SEO Signals
Integration directory pagesTemplate comparison pages
⚡ Key Pain Points
• Thin landing pages for features
Analyzed by SEODiff AI · 2026-03-04

🔧 Tech Stack

FrameworkExpress
AI-Readiness Score55/100
Server
CDN
HTTP Status200
Load Time556 ms
Raw HTML Size318.7 KB
Visible Text Size6.7 KB

Performance & Speed

59/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

556 ms
Acceptable — room for improvement

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

📦 Page Weight

1145
DOM nodes
319 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=0, private, must-revalidate
  • ✗ 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

64/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

260
internal links
4
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 → de
  • ✓ 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 53/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for 12gebrauchtwagen.de
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/12gebrauchtwagen.de" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=12gebrauchtwagen.de" 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 21 pages · Deep-10

Homepage ACRI
53
Single-page score
+11
Subpages outperform homepage
Δ delta
Site-Wide ACRI
64
Avg across 21 pages · Range 64–64
Total Words
18732
Avg Bloat
71.9×
Page Type ACRI Token Bloat Words Status
https://12gebrauchtwagen.de/pricing
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
pricing 64 71.9× 892
https://12gebrauchtwagen.de/api
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
docs 64 71.8× 892
https://12gebrauchtwagen.de/guides
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
blog 64 71.8× 892
https://12gebrauchtwagen.de/resources
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
blog 64 71.8× 892
https://12gebrauchtwagen.de/about
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
about 64 71.9× 892
https://12gebrauchtwagen.de/help
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
support 64 71.8× 892
https://12gebrauchtwagen.de/solutions
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
product 64 71.8× 892
https://12gebrauchtwagen.de/features
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
product 64 71.9× 892
https://12gebrauchtwagen.de/products
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
product 64 71.9× 892
https://12gebrauchtwagen.de/docs
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
docs 64 71.9× 892
https://12gebrauchtwagen.de/blog
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
blog 64 71.9× 892
https://12gebrauchtwagen.de/case-studies
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
social-proof 64 71.9× 892
https://12gebrauchtwagen.de/get-started
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
conversion 64 71.8× 892
https://12gebrauchtwagen.de/demo
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
conversion 64 71.8× 892
https://12gebrauchtwagen.de/support
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
support 64 71.8× 892
https://12gebrauchtwagen.de/faq
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
support 64 71.9× 892
https://12gebrauchtwagen.de/integrations
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
integrations 64 71.9× 892
https://12gebrauchtwagen.de/contact
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
support 64 71.9× 892
https://12gebrauchtwagen.de/trust
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
trust 64 71.8× 892
https://12gebrauchtwagen.de/security
Alle Gebrauchtwagen-Angebote im Netz vergleichen – 12Gebrauchtwagen.de
trust 64 71.8× 892
Showing 20 of 21 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
/docs/ 1 64 0% 71.9× High JS Bloat
/case-studies/ 1 64 0% 71.9× High JS Bloat
/products/ 1 64 0% 71.9× High JS Bloat
/api/ 1 64 0% 71.8× High JS Bloat
/solutions/ 1 64 0% 71.8× High JS Bloat
/trust/ 1 64 0% 71.8× High JS Bloat
/security/ 1 64 0% 71.8× High JS Bloat
/pricing/ 1 64 0% 71.9× High JS Bloat
/blog/ 1 64 0% 71.9× High JS Bloat
/guides/ 1 64 0% 71.8× High JS Bloat
/demo/ 1 64 0% 71.8× High JS Bloat
/get-started/ 1 64 0% 71.8× High JS Bloat
/faq/ 1 64 0% 71.9× High JS Bloat
/about/ 1 64 0% 71.9× High JS Bloat
/contact/ 1 64 0% 71.9× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 21 pages
12neuwagen.de ×21
autoplenum.de ×21
🔄 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/12gebrauchtwagen.de

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

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Domains with a similar tech stack, industry, and AI readiness profile to 12gebrauchtwagen.de. Compare side-by-side.

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📊 Semantic Share of Voice

How often would an AI cite 12gebrauchtwagen.de 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 12gebrauchtwagen.de. 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": "12gebrauchtwagen",
  "url": "https://12gebrauchtwagen.de",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://12gebrauchtwagen.de/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 2% 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 12gebrauchtwagen?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what 12gebrauchtwagen does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does 12gebrauchtwagen work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with 12gebrauchtwagen."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for 12gebrauchtwagen.de:

Current Score
76
Projected Score
88
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
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