finn.com 69 C
🛡️ SEO 75 🤖 GEO 68 ⚡ Perf 42 🏗️ Arch 100

finn.com — Global SEODiff Score 69/100

finn.com
📊

finn.com achieves a 80/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. In the infrastructure sector, finn.com outperforms the average (57), suggesting strong competitive positioning in AI search. Server-side rendering keeps the ghost ratio near zero, giving AI systems direct access to all visible content. Heavy markup overhead (50.0× bloat) forces AI systems to wade through excess code before finding useful information. The presence of 4 structured data blocks ensures search engines and AI agents can accurately classify and extract entities from the page. 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 (42) is your bottleneck.
🎯 Top Fix: Reduce token bloat (74×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 3 snapshots
Mar 6 Mar 21
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than finn.com?
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)75 × 0.25 = 18.8
🤖 AI Readiness / GEO (40% weight)68 × 0.40 = 27.2
⚡ Performance (20% weight)42 × 0.20 = 8.4
🏗️ Architecture & Trust (15% weight)100 × 0.15 = 15.0
Weighted sum = 18.8 + 27.2 + 8.4 + 15.0
Global SEODiff Score = 69 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
53
Structure
avg 35
48
Schema
avg 9
70
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 9%
Rank #89465
Aligned
Gap
AI (ACRI)
Top 6%
Score 80/100

finn.com has balanced Google and AI visibility — both rank roughly in the same tier. ACRI measures technical crawler readiness. Read the methodology →

Why finn.com ranks here

Tech stackNext.js
RenderingSSR
Schema coverage4 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

75/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

51 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

158 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 13
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.finn.com/de-DE
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → de-DE
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — FINN: Einfach Auto fahren zum monatlichen Fixpreis!
  • ✓ og:description — Entdecke ultimative Flexibilität mit dem Auto Abo von FINN. ✓Traumauto im Rundum-Sorglos-Paket ✓Haustürlieferung ➤ Jetzt günstige Angebote entdecken!
  • ✓ 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

68/100 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 →
finn.com
64
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 5%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 53/100 — Fair
Structured Elements 106 elements (106 lists, 0 rows, 0 headers)
Total Words1235
Raw Density8.6%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks4 blocks

Schema Coverage Map

3/7 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.

📐 AI Efficiency Metrics Docs

54
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability54/100 — AI models can partially extract answers from this page
Crawl CostHigh (100/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

1%
🗑️ 99%
Useful Content (8.2 KB)Bloat (604.5 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage42 / 42 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 612.7 KB, but only 8.2 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: 98.7% · SNR: 0.01 · Signal: 2108 / Noise: 154747 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 finn.com 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
FINN offers a car subscription service providing access to a wide range of vehicles from various brands, with all costs
Target Audience
Individuals and families seeking flexible and sustainable mobility solutions, environmentally conscious consumers, and those looking to avoid the hassles of traditional car ownership.
Pricing Model
Car subscription – monthly fees based on vehicle type and usage, with all costs (insurance, maintenance, etc.) included.
🛡️ Compliance Standards
CO2 offsetting
🏆 Competitive Moat
Comprehensive car subscription model with integrated maintenance and insurance, combined with a strong commitment to sustainability and carbon offsetting.
📊 Content Depth
7/10
🔄 Programmatic SEO Signals
Press release linksLinks to ‘Pressebereich’ (Press Area)
⚡ Key Pain Points
• Complexities of traditional car ownership
• High costs associated with car ownership (insurance, maintenance, etc.)
• Lack of transparency in pricing
Analyzed by SEODiff AI · 2026-03-05

🔧 Tech Stack

FrameworkNext.js
AI-Readiness Score70/100
ServerNetlify
CDNnetlify
HTTP Status200
Load Time1766 ms
Raw HTML Size612.7 KB
Visible Text Size8.2 KB

Performance & Speed

42/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1766 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1193
DOM nodes
613 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → public,max-age=0,must-revalidate
  • ✗ CDN cache status
  • ✓ CDN detected → netlify

🔬 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.finn.com/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

134
internal links
8
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 64/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for finn.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/finn.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=finn.com" 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 46 pages · Deep-10

Homepage ACRI
64
Single-page score
-16
Moderate hidden bloat
Δ delta
Site-Wide ACRI
49
Avg across 46 pages · Range 0–65
🔍
Hidden Bloat Detected

Homepage scores 64, but internal pages average only 49 — a -16-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
21%
Topical Drift
TF-IDF cosine similarity
Total Words
47407
Avg Bloat
83.4×
RAG Fractures [?]
19
⚠️
19 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 19 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://www.finn.com/de-DE/blog/autokauf-und-verkauf-kfz-kaufvertrag
FINN: Einfach Auto fahren zum monatlichen Fixpreis!
pricing 65 154.6× 808 ⚠️ RAG Fracture
https://finn.com/features
FINN: Einfach Auto fahren zum monatlichen Fixpreis!
pricing 65 152.0× 808 ⚠️ RAG Fracture
https://www.finn.com/de-DE/blog/ratgeber/besteuerung-dienstwagen-2023
Firmenwagen versteuern: Regeln & Tipps für 2026
pricing 63 31.6× 2048 💰 Pricing
https://www.finn.com/de-DE/blog/ratgeber/firmenwagen-richtig-versteuern-arten-spartipps
Firmenwagen versteuern: Regeln & Tipps für 2026
pricing 63 31.6× 2048 💰 Pricing
https://www.finn.com/de-DE/guide/experience-dcs
JobAuto-Kunden im Interview: „Ich konnte nirgends eine günstigere Lösung für einen vergleichbaren Service finden”
blog 61 77.0× 1176
https://www.finn.com/de-DE/guide/experience-uniqbit
Das FINN Auto Abo im Praxistest: „Das beworbene Rundum-sorglos-Paket von FINN verdient seinen Namen wirklich“
pricing 60 60.6× 876 💰 Pricing
https://www.finn.com/de-DE/blog/testberichte/fiat-500e-elektro-auto-test
Fiat 500 Elektro Test: So schlägt sich das Kultauto als Elektro
pricing 60 32.6× 2293 ⚠️ RAG Fracture
https://www.finn.com/de-DE/blog/leasing-full-service-leasing
All-Inclusive-Leasing | Rundum-Sorglos ab 149 €/Monat | FINN
pricing 60 198.8× 809 ⚠️ RAG Fracture
https://www.finn.com/de-DE/blog/ratgeber/diesel-oder-benziner-sollte-man-2023-noch-einen-diesel-kaufen
Diesel oder Benziner: Was ist besser?
pricing 60 42.2× 2039 ⚠️ RAG Fracture
https://www.finn.com/de-DE/blog/autokauf-und-verkauf/e-auto-foerderung-2023
E-Auto Förderung 2026: Alle aktuellen Infos
pricing 60 111.7× 1428 💰 Pricing
https://www.finn.com/de-DE/blog/ratgeber/suv-oder-kombi-vergleich
SUV oder Kombi: Welches Auto passt besser zu dir?
pricing 60 37.0× 2456 ⚠️ RAG Fracture
https://www.finn.com/de-DE/guide/experience-egym
B2B-Kunden im Interview: „Mit dem FINN Auto Abo setzen wir auf umweltfreundliche Mobilität!“
blog 60 106.4× 526
https://www.finn.com/de-DE/blog/ratgeber/franzoesische-automarken-top-5
Französische Automarken: Liste der Hersteller
pricing 60 41.6× 2135 ⚠️ RAG Fracture
https://www.finn.com/de-DE/blog/bestenlisten/elektro-kleinwagen-testsieger-preis-leistungs-champions
Bester Elektro Kleinwagen 2025: Diese Modelle lohnen sich wirklich!
pricing 60 243.6× 2008 ⚠️ RAG Fracture
https://www.finn.com/de-DE/blog/leasing/leasingversicherung
Auto-Leasing mit Versicherung: Rundum-Sorglos mit FINN
pricing 60 148.0× 1004 ⚠️ RAG Fracture
https://www.finn.com/en-DE/blog/renting/car-rental-no-deposit
How to Get a Car Rental With No Deposit [4 Steps!] | FINN
pricing 60 39.6× 1574 ⚠️ RAG Fracture
https://www.finn.com/en-DE/blog/car-buying/are-subarus-reliable
Are Subarus Reliable? [Here’s What We Think!] | FINN
pricing 60 38.8× 2319 ⚠️ RAG Fracture
https://www.finn.com/en-DE/blog/car-buying/mini-cooper-reliability
Are MINI Coopers Reliable? [Here’s What We Think!] | FINN
pricing 60 41.8× 1914 ⚠️ RAG Fracture
https://www.finn.com/en-DE/blog/car-buying/how-reliable-is-the-audi-q5
How Reliable Is the Audi Q5? (+ Years to Avoid) | FINN
blog 60 39.4× 1524
https://www.finn.com/de-DE/guide/ev-during-winter
E-Auto im Winter: Tipps & Tricks für mehr Reichweite
blog 60 74.3× 753
Showing 20 of 46 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
/de-DE/ 33 56 1% 91.3× Bot Blocked
/en-DE/ 4 60 1% 39.9× Bot Blocked
/pricing/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 65 1% 152.0× Bot Blocked
/contact/ 1 32 1% 456.8× Bot Blocked
/blog/ 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
/about/ 1 52 1% 53.9× Bot Blocked
🔗
Outbound External Citations
0 unique external domains cited across 46 pages
linkedin.com ×40
instagram.com ×40
youtube.com ×40
apps.apple.com ×40
facebook.com ×40
play.google.com ×40
finn-com.typeform.com ×36
one.finn.auto ×36
🔄 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/finn.com

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

🔗 Similar infrastructure Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
finn.com (this site) 64 80 Next.js 74.4× 4
kondela.hu 86 93 Custom / Proprietary 3.1× 4 Compare →
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decathlon.qa 86 89 Shopify 2.3× 4 Compare →
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Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite finn.com 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 finn.com. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

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>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for finn.com:

Current Score
80
Projected Score
85
Improvement
+5 pts
Reduce token bloat +5 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
🔍 Found indexing issues?
Run a free deep audit to diagnose crawled-not-indexed, soft 404s, redirect errors, and more.
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