rosebikes.de 63 C
🛡️ SEO 48 🤖 GEO 66 ⚡ Perf 47 🏗️ Arch 100

rosebikes.de — Global SEODiff Score 63/100

rosebikes.de
📊

At 77/100, the ACRI for rosebikes.de indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. In the infrastructure sector, rosebikes.de outperforms the average (57), 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 bloated 50.0× token ratio highlights an urgent need to clean up non-content markup, scripts, and navigation clutter. Only 1 schema block is present — adding Organization, WebSite, and Breadcrumb schemas would significantly improve structured data coverage. The site allows access to some AI bots but restricts others, creating an uneven visibility profile across AI-powered services.

63
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (47) is your bottleneck.
🎯 Top Fix: Reduce token bloat (88×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 4 snapshots
Mar 3 Mar 21
🔔 Recent AI Indexing Activity
🔄 Mar 21 Content change detected
Does your site score higher than rosebikes.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)48 × 0.25 = 12.0
🤖 AI Readiness / GEO (40% weight)66 × 0.40 = 26.4
⚡ Performance (20% weight)47 × 0.20 = 9.4
🏗️ Architecture & Trust (15% weight)100 × 0.15 = 15.0
Weighted sum = 12.0 + 26.4 + 9.4 + 15.0
Global SEODiff Score = 63 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
80
Bot Access
avg 92
99
Rendering
avg 93
100
Structure
avg 35
2
Schema
avg 9
80
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 5%
Rank #46258
+10 pts
Gap
AI (ACRI)
Top 14%
Score 77/100

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

Why rosebikes.de ranks here

Tech stackNuxt.js
RenderingSSR
Schema coverage1 blocks
Token bloat50×+

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

48/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

32 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

149 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 2
  • ✓ Has <h2> headings — found 4
  • ✗ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — Rose Bikes | Experience Cycling.
  • ✗ og:description
  • ✓ og:image — preview
  • ✓ twitter:card — summary_large_image
📐 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

66/100 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 →
rosebikes.de
60
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)
Blocked
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 100/100 — Excellent
Structured Elements 215 elements (215 lists, 0 rows, 0 headers)
Total Words520
Raw Density41.3%

🏷️ 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.
💡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

56
AI Extractability
High
Crawl Cost
Low
Blocklist Risk
Extractability56/100 — AI models can partially extract answers from this page
Crawl CostHigh (80/100) — expensive for AI crawlers to process
Blocklist RiskLow — 1 of 5 AI crawlers blocked

Token Bloat Research

1%
🗑️ 99%
Useful Content (4.2 KB)Bloat (371.0 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage35 / 35 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 375.3 KB, but only 4.2 KB is text. 1% useful / 99% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (50×+) 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: 98.9% · SNR: 0.01 · Signal: 1087 / Noise: 94986 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 rosebikes.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
JobRad offers a bicycle leasing service for employees and employers, enabling users to acquire bicycles and e-bikes through a structured
Target Audience
Employees, Employers, Self-Employed Individuals, Commuters, and anyone seeking a cost-effective and tax-advantaged way to obtain a bicycle or e-bike.
Pricing Model
Leasing-based, with monthly installments deducted from employee salaries. Tax benefits are available based on the 0.25% rule for employees.
🔗 Integration Partners
YouTubeGarmin
🛡️ Compliance Standards
SOC 2GDPR
🏆 Competitive Moat
The combination of tax advantages, employer-sponsored programs, and a streamlined leasing process creates a strong barrier to entry for competitors.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Integration directory pagesTemplate comparison pages
⚡ Key Pain Points
• Lack of structured FAQ schema
• Thin landing pages for features
Analyzed by SEODiff AI · 2026-03-02

🔧 Tech Stack

FrameworkNuxt.js
AI-Readiness Score80/100
Server
CDN
HTTP Status200
Load Time1136 ms
Raw HTML Size375.3 KB
Visible Text Size4.2 KB

Performance & Speed

47/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1136 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1093
DOM nodes
375 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=0, no-cache, 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

100/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.rosebikes.de/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

185
internal links
17
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.

🏅 AI-Verified Trust Badge

Your site scores 60/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for rosebikes.de
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/rosebikes.de" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=rosebikes.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 84 pages · Deep-10

Homepage ACRI
60
Single-page score
-26
Severe hidden bloat
Δ delta
Site-Wide ACRI
34
Avg across 84 pages · Range 0–72
🔍
Hidden Bloat Detected

Homepage scores 60, but internal pages average only 34 — a -26-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
7%
Topical Drift
TF-IDF cosine similarity
Total Words
22628
Avg Bloat
353.0×
Page Type ACRI Token Bloat Words Status
https://www.rosebikes.de/services/jobrad
JobRad Fahrradleasing | ROSE Bikes
pricing 72 29.6× 4629 💰 Pricing
https://www.rosebikes.de/support/bedienungsanleitungen
Bedienungsanleitungen für Bike und Parts | ROSE Bikes
support 59 29.5× 1504
https://www.rosebikes.de/magazin/tutorials/reifenwechsel-old
Reifen und Schlauch wechseln | Rose Bikes
docs 58 97.3× 662
https://www.rosebikes.de/faq/gesuchten_artikel_nicht_gefunden
Bestellungen
support 58 68.1× 739
https://www.rosebikes.de/faq/größe_nicht_verfügbar
Bestellungen
support 58 68.1× 739
https://www.rosebikes.de/faq/artikel_vom_merkzettel_bestellen
Bestellungen
support 58 68.1× 739
https://www.rosebikes.de/faq/bestellung_stornieren
Bestellungen
support 58 68.1× 739
https://www.rosebikes.de/support/zahlungsarten
Zahlungsarten
support 58 79.8× 663
https://www.rosebikes.de/support/gutscheine-old
Bestellungen
support 58 68.1× 739
https://www.rosebikes.de/support/bestellung
Bestellungen
support 58 68.1× 739
https://www.rosebikes.de/faq/bestellung_bestellung_aendern
Bestellungen
support 58 68.1× 739
https://www.rosebikes.de/faq/bestellung_bestellung_aufgeben
Bestellungen
support 58 68.1× 739
https://www.rosebikes.de/faq/stores
Rose Stores Bocholt, München und Hamburg | Rose Bikes
support 56 43.5× 719
https://www.rosebikes.de/magazin/tutorials/scheibenbremse-einbremsen-old
Scheibenbremsen einbremsen
docs 48 116.9× 437
https://www.rosebikes.de/magazin/tutorials/steuersatz-justieren-old
Steuersatz einstellen | Rose Bikes
docs 48 135.8× 430
https://www.rosebikes.de/faq/groessenberatung
Größenberatung
support 48 271.1× 228
https://www.rosebikes.de/support/rueckgabe
Rückgabe | Rose Bikes
support 48 133.2× 376
https://www.rosebikes.de/support/groessentabelle
Größenberatung
support 48 271.1× 228
https://www.rosebikes.de/support/groessentabelle/unterteile
Größenberatung Unterteile
support 48 271.3× 229
https://www.rosebikes.de/support/groessentabelle/schuhe
Größenberatung Schuhe
support 48 275.6× 209
Showing 20 of 84 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
/faq/ 21 35 1% 231.8× Bot Blocked
/support/ 21 45 1% 221.3× Bot Blocked
/services/ 19 32 0% 801.1× High JS Bloat
/magazin/ 14 42 1% 351.3× Bot Blocked
/features/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 0 0% 0.0× Low AI Readiness
/docs/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 84 pages
rosebikes.nl ×70
youtube.com ×70
rosebikes.se ×70
instagram.com ×70
rosebikes.it ×70
rosebikes.dk ×70
rosebikes.co.uk ×70
karriere.rosebikes.de ×70
🔄 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/rosebikes.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 rosebikes.de. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
rosebikes.de (this site) 60 77 Nuxt.js 88.4× 1
haoshunjia.com 85 86 Custom / Proprietary 1.3× 1 Compare →
tokk-kansai.jp 85 90 WordPress 2.5× 1 Compare →
lobbes.nl 85 86 Custom / Proprietary 1.5× 2 Compare →
derolfgroep.nl 85 89 WordPress 1.8× 2 Compare →
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Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite rosebikes.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 rosebikes.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": "Rosebikes",
  "url": "https://rosebikes.de",
  "logo": "https://rosebikes.de/evon/favicons/apple-touch-icon.png",
  "sameAs": []
}
</script>
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 1% 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 Rosebikes?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Rosebikes does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Rosebikes work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Rosebikes."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
77
Projected Score
91
Improvement
+14 pts
Add Organization schema +6 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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