landkreis-ludwigsburg.de 70 B
🛡️ SEO 62 🤖 GEO 91 ⚡ Perf 39 🏗️ Arch 70

landkreis-ludwigsburg.de — Global SEODiff Score 70/100

landkreis-ludwigsburg.de
📊

With a solid 82/100 ACRI, landkreis-ludwigsburg.de is well-positioned for AI search — better than 96% of sites in the Radar. In the infrastructure sector, landkreis-ludwigsburg.de outperforms the average (57), 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. With a 2.4× bloat ratio, the page delivers its content without excessive boilerplate, giving AI systems a clean extraction path. The site includes 2 schema blocks, providing adequate structured data for basic entity recognition. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

70
B — 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: Feb 25, 2026 · 📋 API
Does your site score higher than landkreis-ludwigsburg.de?
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)62 × 0.25 = 15.5
🤖 AI Readiness / GEO (40% weight)91 × 0.40 = 36.4
⚡ Performance (20% weight)39 × 0.20 = 7.8
🏗️ Architecture & Trust (15% weight)70 × 0.15 = 10.5
Weighted sum = 15.5 + 36.4 + 7.8 + 10.5
Global SEODiff Score = 70 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
100
Structure
avg 35
4
Schema
avg 10
60
Tech Stack
avg 64
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 47%
Rank #466894
-42 pts
Gap
AI (ACRI)
Top 4%
Score 82/100

landkreis-ludwigsburg.de ranks much higher on Google (Tranco Top 47%) than in AI search (Top 4%). This is the 'Invisible Giant' pattern — implement the patches above to close the AI gap. ACRI measures technical crawler readiness. Read the methodology →

Why landkreis-ludwigsburg.de ranks here

Tech stackTYPO3
RenderingSSR
Schema coverage2 blocks
Token bloat2.4×

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

62/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

35 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

237 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 4
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.landkreis-ludwigsburg.de/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → de-DE
  • ✗ 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

91/100 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 →
landkreis-ludwigsburg.de
84
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 0%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 100/100 — Excellent
Structured Elements 704 elements (704 lists, 0 rows, 0 headers)
Total Words2331
Raw Density30.2%

🏷️ Schema Health Docs

Organization Schema ❌ Missing
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
💡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.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.

📐 AI Efficiency Metrics Docs

76
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability76/100 — 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

41%
🗑️ 59%
Useful Content (101.1 KB)Bloat (143.8 KB)
Token Bloat Ratio2.4× — Lean

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage31 / 31 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set

🔥 Structural Entropy Check Research

65 Entropy
Fair Token Bloat: Medium
Noise Ratio: 58.7% · SNR: 0.70 · Signal: 25888 / Noise: 36825 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

A local LLM (mlx-community/Qwen2.5-7B-Instruct-4bit) analyzed the extracted content of landkreis-ludwigsburg.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
Information and services for the Landkreis Ludwigsburg
Target Audience
Residents and businesses of Landkreis Ludwigsburg
Pricing Model
Free
Model: mlx-community/Qwen2.5-7B-Instruct-4bit · Analyzed: 2026-02-25 · Data extracted from the site’s main content via strict JSON prompting.

🔧 Tech Stack

FrameworkTYPO3
AI-Readiness Score60/100
Servernginx
CDN
HTTP Status200
Load Time1538 ms
Raw HTML Size245.0 KB
Visible Text Size101.1 KB

Performance & Speed

39/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1538 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1986
DOM nodes
245 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → private, no-store
  • ✗ 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

70/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

662
internal links
21
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-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.

✓ TOP 15% AI-READY

🏆 You Are AI-Verified — Claim Your Badge

Your site scores 84/100 on the AI-Crawler Reality Index. Embed this trust badge on your site — every click sends visitors to your verified report and builds backlinks to your domain.

AI-Verified badge for landkreis-ludwigsburg.de
Verified — updates automatically every 24h
<a href="https://seodiff.io/radar/domains/landkreis-ludwigsburg.de" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=landkreis-ludwigsburg.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.

How it works: The badge queries your ACRI score daily. If your score drops below 80 or your site hasn't been scanned in 30 days, the badge changes to "Pending Audit" (yellow) — prompting you to fix issues and rescan. Learn about ACRI methodology →

� Deep Crawl Analysis 10 pages · Deep-10

Homepage ACRI
84
Single-page score
-12
Moderate hidden bloat
Δ delta
Site-Wide ACRI
72
Avg across 10 pages · Range 72–72
🔍
Hidden Bloat Detected

Homepage scores 84, but internal pages average only 72 — a -12-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Total Words
5030
Avg Bloat
95.8×
Ext. Citations
20
Page Type ACRI Token Bloat Words Status
https://landkreis-ludwigsburg.de/pricing
Startseite: Landratsamt Ludwigsburg
pricing 72 95.8× 503 💰 Pricing
https://landkreis-ludwigsburg.de/about
Startseite: Landratsamt Ludwigsburg
pricing 72 95.8× 503 💰 Pricing
https://landkreis-ludwigsburg.de/products
Startseite: Landratsamt Ludwigsburg
pricing 72 95.8× 503 💰 Pricing
https://landkreis-ludwigsburg.de/features
Startseite: Landratsamt Ludwigsburg
pricing 72 95.8× 503 💰 Pricing
https://landkreis-ludwigsburg.de/docs
Startseite: Landratsamt Ludwigsburg
pricing 72 95.8× 503 💰 Pricing
https://landkreis-ludwigsburg.de/blog
Startseite: Landratsamt Ludwigsburg
pricing 72 95.8× 503 💰 Pricing
https://landkreis-ludwigsburg.de/case-studies
Startseite: Landratsamt Ludwigsburg
pricing 72 95.8× 503 💰 Pricing
https://landkreis-ludwigsburg.de/contact
Startseite: Landratsamt Ludwigsburg
pricing 72 95.8× 503 💰 Pricing
https://landkreis-ludwigsburg.de/faq
Startseite: Landratsamt Ludwigsburg
pricing 72 95.8× 503 💰 Pricing
https://landkreis-ludwigsburg.de/integrations
Startseite: Landratsamt Ludwigsburg
pricing 72 95.8× 503 💰 Pricing
🔗
Outbound External Citations
20 unique external domains cited across 10 pages
instagram.com ×10
schiller-vhs.de ×10
avl-ludwigsburg.de ×10
sbi.landkreis-ludwigsburg.de ×10
youtube.com ×10
verbraucherinfo-bw.de ×10
gesundheitsamt-dachseiten.landbw.de ×10
katskreislb.de ×10
🔄 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/landkreis-ludwigsburg.de

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

🔗 Similar infrastructure Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
landkreis-ludwigsburg.de (this site) 84 82 TYPO3 2.4× 2
m2m-dmt.net 84 88 TYPO3 2.2× 2 Compare →
touch.com.ua 84 88 TYPO3 1.7× 2 Compare →
dmt-group.com 82 86 TYPO3 2.2× 2 Compare →
heine.com 82 87 TYPO3 2.0× 2 Compare →
wagner-group.com 79 80 TYPO3 2.6× 2 Compare →
Compare All 5 Similar Sites →
🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to landkreis-ludwigsburg.de. 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": "Landkreis-ludwigsburg",
  "url": "https://landkreis-ludwigsburg.de",
  "logo": "https://landkreis-ludwigsburg.de/_assets/e4bd068189784ec67a44240b5e15bbd7/Icons/favicon.ico",
  "sameAs": []
}
</script>
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 Landkreis-ludwigsburg?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Landkreis-ludwigsburg does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Landkreis-ludwigsburg work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Landkreis-ludwigsburg."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for landkreis-ludwigsburg.de:

Current Score
82
Projected Score
91
Improvement
+9 pts
Add Organization schema +6 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