okfn.de 66 C
🛡️ SEO 45 🤖 GEO 77 ⚡ Perf 74 🏗️ Arch 63

okfn.de — Global SEODiff Score 66/100

okfn.de
📊

The AI-Readiness profile for okfn.de is strong: an ACRI of 74/100 places it ahead of 78% of domains in the index. In the social sector, okfn.de outperforms the average (57), suggesting strong competitive positioning in AI search. The low ghost ratio (0%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. The 6.7× token bloat ratio falls within the normal range, though there is room to trim navigation, footer, and script overhead. The complete absence of JSON-LD schema is a missed opportunity: even basic Organization markup would improve how AI crawlers understand this domain. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

66
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (45) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 7 snapshots
Feb 23 Mar 21
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than okfn.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)45 × 0.25 = 11.2
🤖 AI Readiness / GEO (40% weight)77 × 0.40 = 30.8
⚡ Performance (20% weight)74 × 0.20 = 14.8
🏗️ Architecture & Trust (15% weight)63 × 0.15 = 9.4
Weighted sum = 11.2 + 30.8 + 14.8 + 9.4
Global SEODiff Score = 66 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
52
Structure
avg 35
0
Schema
avg 9
90
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #34216
+19 pts
Gap
AI (ACRI)
Top 22%
Score 74/100

okfn.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 okfn.de ranks here

Tech stackHugo
Industrysocial
RenderingSSR
Schema coverage0 blocks
Token bloat6.7×

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

45/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

48 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

43 chars
Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 21
  • ✓ <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 — OKF DE
  • ✓ og:description — Open Knowledge Foundation Deutschland e. V.
  • ✓ 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

77/100 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 social sector, martin-sad.ru (ACRI: 87) 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 →
okfn.de
50
Your ACRI Score
87
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. martin-sad.ru has schema coverage of 63 blocks and uses Custom / Proprietary. 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 52/100 — Fair
Structured Elements 38 elements (38 lists, 0 rows, 0 headers)
Total Words472
Raw Density8.1%

🏷️ 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

56
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability56/100 — AI models can partially extract answers from this page
Crawl CostLow (30/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

14%
🗑️ 86%
Useful Content (7.5 KB)Bloat (43.1 KB)
Token Bloat Ratio6.7× — Normal

Multimodal Readiness

Visual Context63% Optimized for Vision
Image Alt Coverage5 / 8 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 85.1% · SNR: 0.17 · Signal: 1925 / Noise: 11036 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 okfn.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
The product analyzes the German repair policy and the EU’s efforts to establish a ‘right to repair’, highlighting Germany’s hesitant
Target Audience
Policy makers, journalists, environmental activists, consumer advocates, and anyone interested in the ‘right to repair’ movement and German industrial policy.
Pricing Model
⚠ SEMANTIC VOID
🏆 Competitive Moat
Germany’s cautious approach to repair regulations and its resistance to broader EU initiatives, creating a potential barrier for other countries seeking to implement similar policies.
📊 Content Depth
6/10
🔄 Programmatic SEO Signals
fragmented URLsmultiple linked resources
⚡ Key Pain Points
• Weakened §5 (6) – reduced repairability restrictions
• Uncertainty regarding replacement part prices
• Limited scope of EU regulations – affecting only a few product groups
• Lack of access to repair resources for consumers
Analyzed by SEODiff AI · 2026-03-02

🔧 Tech Stack

FrameworkHugo
AI-Readiness Score90/100
Servernginx
CDN
HTTP Status200
Load Time685 ms
Raw HTML Size50.6 KB
Visible Text Size7.5 KB

Performance & Speed

74/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

685 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

396
DOM nodes
51 KB
HTML payload
Lean page — fast for bots and users

🗄️ 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

63/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

40
internal links
13
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 50/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for okfn.de
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/okfn.de" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=okfn.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 97 pages · Deep-10

Homepage ACRI
50
Single-page score
+4
Consistent readability
Δ delta
Site-Wide ACRI
55
Avg across 97 pages · Range 0–77
Topical Cohesion
15%
Topical Drift
TF-IDF cosine similarity
Total Words
53505
Avg Bloat
18.7×
Page Type ACRI Token Bloat Words Status
https://okfn.de/blog/2024/10/licht-ins-dunkel-deutscher-reparaturpolitik/
Licht ins Dunkel deutscher Reparaturpolitik - Blog - OKF
blog 77 9.4× 1082
https://okfn.de/blog/2025/02/nrw-ver%C3%B6ffentlicht-erfahrungsbericht-zu-open-data-mehr-fragen-als-antworten/
NRW veröffentlicht Erfahrungsbericht zu Open Data – mehr Fragen als Antworten - Blog - OKF
blog 77 9.2× 1106
https://okfn.de/blog/2025/09/machtstrukturen-aufdecken-eine-%C3%BCbung-um-%C3%BCber-macht-zu-sprechen/
Machtstrukturen aufdecken - Eine Übung, um über Macht zu sprechen - Blog - OKF
blog 77 9.1× 1089
https://okfn.de/blog/2025/08/ergebnisse-der-studie-black-box-bildung/
Ergebnisse der Studie „Black Box Bildung“ - Blog - OKF
blog 77 9.6× 1048
https://okfn.de/blog/2026/02/der-deutschland-stack-braucht-mehr-als-eine-liste-an-standards/
Der Deutschland-Stack braucht mehr als eine Liste an Standards - Blog - OKF
blog 77 8.9× 1172
https://okfn.de/blog/2023/08/halbzeit-f%C3%BCr-die-ampel-danke-f%C3%BCr-die-sch%C3%B6nen-worte-lasst-endlich-taten-sprechen/
Halbzeit für die Ampel: Danke für die schönen Worte, lasst endlich Taten sprechen! - Blog - OKF
blog 77 8.8× 1180
https://okfn.de/blog/2025/12/der-deutschland-stack-ein-guter-ansatz-mit-vielen-offenen-fragen/
Der Deutschland-Stack: Ein guter Ansatz mit vielen offenen Fragen - Blog - OKF
blog 77 7.4× 1447
https://okfn.de/blog/2024/05/triff-die-okf-auf-der-republica/
Triff die OKF auf der re:publica! - Blog - OKF
blog 77 9.7× 1054
https://okfn.de/blog/2023/02/digitaler-aufbruch-in-berlin-nach-der-wiederholungswahl-oder-weiter-so/
Digitaler Aufbruch in Berlin nach der Wiederholungswahl - oder weiter so? - Blog - OKF
blog 67 12.5× 769
https://okfn.de/blog/2025/05/effizienzmaschine-staat-die-neue-digitalpolitik-soll-jetzt-endlich-liefern.-aber-bitte-auch-f%C3%BCr-alle/
Effizienzmaschine Staat - die neue Digitalpolitik soll jetzt endlich liefern. Aber bitte auch für alle! - Blog - OKF
blog 67 14.0× 675
https://okfn.de/blog/2023/06/engagementstrategie-des-bundes-unsere-forderungen-f%C3%BCr-ein-starkes-digitales-ehrenamt/
Engagementstrategie des Bundes: Unsere Forderungen für ein starkes digitales Ehrenamt - Blog - OKF
blog 67 15.0× 631
https://okfn.de/blog/2026/02/nachforschungspflichten-urheberrechtliche-haftung-von-anschlussinhabern/
Nachforschungspflichten – Urheberrechtliche Haftung von Anschlussinhabern - Blog - OKF
blog 67 11.1× 876
https://okfn.de/blog/2026/02/zu-gut-gesch%C3%BCtzt-wie-geistige-eigentumsrechte-die-kreislaufgesellschaft-ausbremsen/
Zu gut geschützt: Wie geistige Eigentumsrechte die Kreislaufgesellschaft ausbremsen - Blog - OKF
blog 67 13.8× 689
https://okfn.de/blog/2026/02/kabinettsbeschluss-zum-%C3%B6kodesigng-wichtige-fortschritte-f%C3%BCr-reparaturinitiativen/
Kabinettsbeschluss zum ÖkodesignG: Wichtige Fortschritte für Reparaturinitiativen - Blog - OKF
blog 67 15.2× 617
https://okfn.de/blog/2026/01/transparenz-ist-nicht-das-problem-%C3%B6ffentliche-stellen-brauchen-widerstandsf%C3%A4hige-strukturen-und-informationsmanagement/
Transparenz ist nicht das Problem: Öffentliche Stellen brauchen widerstandsfähige Strukturen und Informationsmanagement - Blog - OKF
blog 67 10.2× 1003
https://okfn.de/blog/2026/01/menstrual-leave-policy/
Menstrual Leave Policy - Blog - OKF
blog 67 16.3× 558
https://okfn.de/blog/2025/12/okf-jahresr%C3%BCckblick-das-war-unser-jahr-2025/
OKF Jahresrückblick: Das war unser Jahr 2025! - Blog - OKF
blog 67 10.5× 936
https://okfn.de/blog/2025/10/checkliste-linked-open-data-f%C3%BCr-verwaltungen/
Checkliste Linked Open Data für Verwaltungen - Blog - OKF
blog 67 13.1× 730
https://okfn.de/blog/2025/11/ogp-global-summit-im-baskenland-open-goverment-bleibt-handarbeit/
OGP Global Summit im Baskenland – Open Goverment bleibt Handarbeit - Blog - OKF
blog 67 13.4× 718
https://okfn.de/blog/2025/09/konflikte-bearbeiten-eine-anleitung-um-spannungen-im-team-routiniert-zu-l%C3%B6sen/
Konflikte bearbeiten – Eine Anleitung, um Spannungen im Team routiniert zu lösen - Blog - OKF
blog 67 10.1× 971
Showing 20 of 97 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
/blog/ 88 60 0% 20.6× High JS Bloat
/features/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 0 0% 0.0× Low AI Readiness
/products/ 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
/pricing/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/contact/ 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 97 pages
github.com ×88
transparente-zivilgesellschaft.de ×88
ngosource.org ×88
linkedin.com ×88
creativecommons.org ×88
youtube.com ×88
flickr.com ×88
bsky.app ×88
🔄 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/okfn.de

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

🔗 Similar social Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
okfn.de (this site) 50 74 Hugo 6.7× 0
getnavi.jp 75 88 WordPress 6.9× 1 Compare →
windsurf.co.uk 75 83 WordPress 7.1× 1 Compare →
nantes.cesi.fr 75 86 WordPress 7.1× 1 Compare →
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📊 Semantic Share of Voice

How often would an AI cite okfn.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 okfn.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": "Okfn",
  "url": "https://okfn.de",
  "logo": "https://okfn.de/files/favicon/apple-touch-icon.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": "Okfn",
  "url": "https://okfn.de",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://okfn.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 Okfn?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Okfn does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Okfn work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Okfn."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for okfn.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).

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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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