westfalen-blatt.de 69 C
🛡️ SEO 58 🤖 GEO 83 ⚡ Perf 39 🏗️ Arch 87

westfalen-blatt.de — Global SEODiff Score 69/100

westfalen-blatt.de
📊

westfalen-blatt.de shows strong AI visibility with an ACRI of 74/100, outperforming 78% of indexed domains. Compared to other infrastructure sites (avg score: 57), westfalen-blatt.de 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. The token bloat ratio sits at a lean 4.7×, meaning the ratio of code to visible content is efficient — crawlers spend their token budget on actual information. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

69
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (39) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Feb 26, 2026 · 📋 API
📈 ACRI Trend 3 snapshots
Feb 23 Feb 26
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than westfalen-blatt.de?
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)83 × 0.40 = 33.2
⚡ Performance (20% weight)39 × 0.20 = 7.8
🏗️ Architecture & Trust (15% weight)87 × 0.15 = 13.0
Weighted sum = 14.5 + 33.2 + 7.8 + 13.0
Global SEODiff Score = 69 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
58
Structure
avg 36
2
Schema
avg 9
70
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #34844
+19 pts
Gap
AI (ACRI)
Top 22%
Score 74/100

westfalen-blatt.de 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 westfalen-blatt.de ranks here

Tech stackNext.js
RenderingSSR
Schema coverage1 blocks
Token bloat4.7×

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

28 chars
Too short

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 1
  • ✓ Has <h2> headings — found 68
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.westfalen-blatt.de/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → de
  • ✗ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Startseite | Westfalen-Blatt
  • ✓ og:description — Startseite ✓ Westfalen-Blatt ✓ News und Meldungen aus OWL ✓ Aktuelle Nachrichten und Fotos aus Ostwestfalen-Lippe, Deutschland und der Welt.
  • ✓ og:image — preview
  • ✗ 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

83/100 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, plodopitomnik-sad.ru (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 →
westfalen-blatt.de
63
Your ACRI Score
90
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. plodopitomnik-sad.ru has schema coverage of 12 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 58/100 — Fair
Structured Elements 162 elements (162 lists, 0 rows, 0 headers)
Total Words1593
Raw Density10.2%

🏷️ Schema Health Docs

Organization Schema ❌ Missing
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
💡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.
💡WebSite schema missing. Add WebSite + SearchAction so Google can generate a Sitelinks Search Box for your brand in AI results.

📐 AI Efficiency Metrics Docs

63
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability63/100 — AI models can partially 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

21%
🗑️ 79%
Useful Content (50.2 KB)Bloat (186.7 KB)
Token Bloat Ratio4.7× — Lean

Multimodal Readiness

Visual Context66% Optimized for Vision
Image Alt Coverage33 / 50 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

8 Entropy
Poor Token Bloat: High
Noise Ratio: 78.8% · SNR: 0.27 · Signal: 12860 / Noise: 47798 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/gemma-3-4b-it-qat-4bit) analyzed the extracted content of westfalen-blatt.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
Westfalen-Blatt provides a digital news platform and subscription service, offering access to news, articles, and e-paper content through various digital
Target Audience
Readers of Westfalen-Blatt newspaper, digital subscribers, local residents in OWL (Oberland Westfalen), and users seeking local news and information.
Pricing Model
Freemium with Digital Basis (free limited access) and Digital Premium (paid subscription, with a 30-day free trial for Digital Basis).
🔗 Integration Partners
WB ePaper App (iOS)WB ePaper App (Android)Westfalen-Blatt Website
🏆 Competitive Moat
Local news focus and comprehensive content offering (including WB+ premium content) combined with a user-friendly digital experience and a strong brand reputation.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Integration directory pagesTemplate comparison pages
⚡ Key Pain Points
• Limited free content without subscription
• Complex registration process requiring verification
• Lack of individual article purchases
• Browser settings impacting login experience
Model: mlx-community/gemma-3-4b-it-qat-4bit · Analyzed: 2026-03-02 · Data extracted from the site’s main content via strict JSON prompting.

🔧 Tech Stack

FrameworkNext.js
AI-Readiness Score70/100
Server
CDN
HTTP Status200
Load Time1400 ms
Raw HTML Size236.9 KB
Visible Text Size50.2 KB

Performance & Speed

39/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1400 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1667
DOM nodes
237 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ 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

87/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.westfalen-blatt.de/sitemaps/sitemap-index.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

297
internal links
11
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 63/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for westfalen-blatt.de
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/westfalen-blatt.de" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=westfalen-blatt.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 88 pages · Deep-10

Homepage ACRI
63
Single-page score
-12
Moderate hidden bloat
Δ delta
Site-Wide ACRI
51
Avg across 88 pages · Range 44–95
🔍
Hidden Bloat Detected

Homepage scores 63, but internal pages average only 51 — a -12-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
9%
Topical Drift
TF-IDF cosine similarity
Total Words
30535
Avg Bloat
111.7×
Page Type ACRI Token Bloat Words Status
https://westfalen-blatt.de/faq
Westfalenblatt Onlineshop
pricing 95 4.4× 3247 💰 Pricing
https://www.westfalen-blatt.de/nrw/der-wuest-herausforderer-wie-tickt-jochen-ott-3503155
Der Wüst-Herausforderer: Wie tickt Jochen Ott?
pricing 75 13.1× 1916 💰 Pricing
https://www.westfalen-blatt.de/ueberregional/sport/fussball-bundesliga/schlotterbeck-im-fokus-hatte-ein-bisschen-glueck-3503054
Meisterschaft durch: Ausgeruhte Bayern bereit für das Triple
pricing 67 33.2× 677 💰 Pricing
https://www.westfalen-blatt.de/ueberregional/nachrichten/themen-des-tages/trauer-jubel-und-angst-nach-dem-tod-von-ajatollah-chamenei-3503593
Trauer, Jubel und Angst nach dem Tod von Ajatollah Chamenei
pricing 67 31.1× 705 💰 Pricing
https://www.westfalen-blatt.de/ueberregional/kultur/topnews/die-rueckkehr-grosser-gefuehle-warum-gerade-jetzt-3503589
Die Rückkehr großer Gefühle – warum gerade jetzt?
pricing 67 31.2× 706 💰 Pricing
https://www.westfalen-blatt.de/ueberregional/nachrichten/themen-des-tages/huette-brennt-pflege-ausgaben-steigen-weiter-3503221
«Hütte brennt»: Pflege-Ausgaben steigen weiter
pricing 67 27.2× 836 💰 Pricing
https://www.westfalen-blatt.de/ueberregional/vermischtes/trauer-wut-vorwuerfe-nach-brand-inferno-von-crans-montana-3503222
Trauer, Wut, Vorwürfe nach Brand-Inferno von Crans-Montana
pricing 67 27.0× 852 💰 Pricing
https://www.westfalen-blatt.de/ueberregional/kultur/fernsehen/bitterer-odenthal-tatort-kuriere-drogen-falsche-freunde-3503153
Bitterer Odenthal-«Tatort»: Kuriere, Drogen, falsche Freunde
pricing 67 33.3× 658 💰 Pricing
https://www.westfalen-blatt.de/ueberregional/nachrichten/wissenschaft/steigende-klimaanlagen-nutzung-kann-klimawandel-verschaerfen-3502955
Steigende Klimaanlagen-Nutzung kann Klimawandel verschärfen
pricing 67 39.4× 559 💰 Pricing
https://www.westfalen-blatt.de/ueberregional/vermischtes/fruehlingserwachen-das-besondere-an-krokus-pollen-und-co-3502922
Frühlingserwachen: das Besondere an Krokus, Pollen und Co.
pricing 67 25.8× 923 💰 Pricing
https://www.westfalen-blatt.de/ueberregional/kultur/topnews/deutschland-schickt-sarah-engels-zum-esc-feuer-inklusive-3502890
Deutschland schickt Sarah Engels zum ESC - Feuer inklusive
pricing 67 24.5× 943 💰 Pricing
https://www.westfalen-blatt.de/ueberregional/nachrichten/themen-des-tages/chronik-des-misstrauens-die-usa-unter-trump-und-der-iran-3502758
Chronik des Misstrauens: Die USA unter Trump und der Iran
pricing 67 29.3× 783 💰 Pricing
https://www.westfalen-blatt.de/nrw/terrorangriff-auf-fussballfans-prozess-beginnt-3503156
Terrorangriff auf Fußballfans? Prozess beginnt
pricing 67 35.5× 611 💰 Pricing
https://www.westfalen-blatt.de/owl/kreis-guetersloh/schloss-holte-stukenbrock/56-aussteller-geben-berufseinsteigern-orientierung-3502355
Schloß Holte-Stukenbrock: 56 Aussteller geben  Berufsorientierung
pricing 67 46.2× 507 💰 Pricing
https://www.westfalen-blatt.de/freizeit/ratgeber/reise/jeder-schritt-100000-jahre-wo-die-erde-geschichten-erzaehlt-3503154
Jeder Schritt 100.000 Jahre: Wo die Erde Geschichten erzählt
pricing 67 22.1× 1068 💰 Pricing
https://www.westfalen-blatt.de/owl/kreis-guetersloh/guetersloh/gutersloher-adventssanger-giljohann-feiert-90-geburtstag-3502580
Gütersloher Adventssänger Giljohann feiert 90. Geburtstag
pricing 67 27.1× 811 💰 Pricing
https://www.westfalen-blatt.de/ueberregional/vermischtes/polizei-sucht-weiter-nach-geflohenem-untersuchungshaeftling-3503596
In Handschellen getürmt - U-Häftling weiter auf der Flucht
pricing 57 46.1× 469 💰 Pricing
https://www.westfalen-blatt.de/ueberregional/nachrichten/wirtschaft/studie-abwanderung-nach-osteuropa-bringt-firmen-wenig-3502991
Studie: Abwanderung nach Osteuropa bringt Firmen wenig
pricing 57 54.7× 393 💰 Pricing
https://www.westfalen-blatt.de/ueberregional/nachrichten/kultur/familiendrama-los-domingos-mit-goya-als-bester-film-geehrt-3502759
Familiendrama «Los Domingos» mit Goya als bester Film geehrt
pricing 57 47.5× 454 💰 Pricing
https://www.westfalen-blatt.de/nrw/personalnot-in-erkaeltungszeit-tausende-kitas-kuerzen-angebot-3502990
Personalnot in Erkältungszeit: Tausende Kitas kürzen Angebot
pricing 57 49.8× 431 💰 Pricing
Showing 20 of 88 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
/owl/ 51 46 0% 142.4× High JS Bloat
/ueberregional/ 23 58 0% 71.0× High JS Bloat
/nrw/ 7 56 0% 69.4× High JS Bloat
/sport/ 5 52 0% 84.6× High JS Bloat
/faq/ 1 95 0% 4.4× Healthy
/freizeit/ 1 67 0% 22.1× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 88 pages
abo.westfalen-blatt.de ×88
account.westfalen-blatt.de ×87
wb-jobs.de ×87
ezeitung3.info ×87
sicher-melden.de ×87
zeitungsgruppe-muenster.de ×87
wb-immo.de ×87
anzeigen.westfalen-blatt.de ×87
🔄 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/westfalen-blatt.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 westfalen-blatt.de. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
westfalen-blatt.de (this site) 63 74 Next.js 4.7× 1
profitserver.ru 86 90 WordPress 3.8× 2 Compare →
profitserver.net 86 90 WordPress 3.7× 2 Compare →
sigmaflows.com 88 93 Express 2.3× 1 Compare →
driphydration.com 86 95 WordPress 1.9× 2 Compare →
pubsandclubs.com.au 86 87 Custom / Proprietary 4.9× 4 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite westfalen-blatt.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 westfalen-blatt.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": "Westfalen-blatt",
  "url": "https://westfalen-blatt.de",
  "logo": "https://westfalen-blatt.de/static/favicons/wb/favicon-196x196.png",
  "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": "Westfalen-blatt",
  "url": "https://westfalen-blatt.de",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://westfalen-blatt.de/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</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 Westfalen-blatt?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Westfalen-blatt does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Westfalen-blatt work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Westfalen-blatt."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
74
Projected Score
90
Improvement
+16 pts
Add Organization schema +6 pts
Add WebSite schema +4 pts
Reduce token bloat +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).

Is this your company?

Monitor your AI visibility score weekly and get alerted when changes happen.

Start Free →

🧭 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