carwow.co.uk 65 C
🛡️ SEO 67 🤖 GEO 67 ⚡ Perf 47 🏗️ Arch 80

carwow.co.uk — Global SEODiff Score 65/100

carwow.co.uk
📊

At 83/100, the ACRI for carwow.co.uk indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. In the infrastructure sector, carwow.co.uk 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. Heavy markup overhead (24.2× bloat) forces AI systems to wade through excess code before finding useful information. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

65
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (47) is your bottleneck.
🎯 Top Fix: Reduce token bloat (24×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 2, 2026 · 📋 API
📈 ACRI Trend 4 snapshots
Feb 23 Mar 2
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than carwow.co.uk?
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)67 × 0.25 = 16.8
🤖 AI Readiness / GEO (40% weight)67 × 0.40 = 26.8
⚡ Performance (20% weight)47 × 0.20 = 9.4
🏗️ Architecture & Trust (15% weight)80 × 0.15 = 12.0
Weighted sum = 16.8 + 26.8 + 9.4 + 12.0
Global SEODiff Score = 65 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
67
Structure
avg 36
42
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #31761
Aligned
Gap
AI (ACRI)
Top 3%
Score 83/100

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

Why carwow.co.uk ranks here

Tech stackWordPress
RenderingSSR
Schema coverage1 blocks
Token bloat24.2×

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

67/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

53 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

137 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 8
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.carwow.co.uk
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en
  • ✓ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Carwow | The free, easy way to change your car online
  • ✓ og:description — Carwow brings you the best offers from thousands of trusted partners so you can buy or sell your car in just a few clicks. No haggling and no fees.
  • ✓ 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

67/100 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 →
carwow.co.uk
62
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 0%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 67/100 — Good
Structured Elements 345 elements (345 lists, 0 rows, 0 headers)
Total Words2557
Raw Density13.5%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks1 block(s) — Basic (low value for AI)

Schema Coverage Map

2/7 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.
💡FAQ schema missing. Adding FAQPage schema lets AI models directly extract Q&A pairs for Featured Snippets and chatbot answers.

📐 AI Efficiency Metrics Docs

60
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability60/100 — AI models can partially extract answers from this page
Crawl CostHigh (90/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

4%
🗑️ 96%
Useful Content (22.7 KB)Bloat (526.4 KB)
Token Bloat Ratio24.2× — Heavy

Multimodal Readiness

Visual Context20% Optimized for Vision
Image Alt Coverage7 / 35 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 549.1 KB, but only 22.7 KB is text. 4% useful / 96% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (24.2×) risks context-window truncation by ChatGPT, Claude, and Gemini. Reduce inline scripts, CSS, hydration payloads, and tracking code.
💡Only 20% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 95.9% · SNR: 0.04 · Signal: 5801 / Noise: 134757 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 carwow.co.uk 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
This website provides information and reviews on 4x4 and SUV cars, including selling your car and comparing models, with a
Target Audience
Car buyers, SUV enthusiasts, families, and individuals seeking detailed car reviews and selling options.
Pricing Model
Free website access; potential revenue through car selling services (commission-based).
🔗 Integration Partners
Carwow
🏆 Competitive Moat
Comprehensive car reviews and a user-friendly car selling platform, combined with a strong brand reputation and a large dealer network.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Car comparison pagesCar valuation toolDealer directory
⚡ Key Pain Points
• Limited SEO schema for car details
• Lack of personalization in car recommendations
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
ServerHeroku
CDN
HTTP Status200
Load Time536 ms
Raw HTML Size549.1 KB
Visible Text Size22.7 KB

Performance & Speed

47/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

536 ms
Acceptable — room for improvement

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

📦 Page Weight

2191
DOM nodes
549 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=300, public
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 Tracker Tax

1
tracker scripts
1
third-party domains
0.0%
token overhead
Minimal tracker load — clean signal for bots
doubleclick.net
📐 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

80/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.carwow.co.uk/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

404
internal links
10
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 → en
  • ✓ 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 62/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for carwow.co.uk
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/carwow.co.uk" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=carwow.co.uk" 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 64 pages · Deep-10

Homepage ACRI
62
Single-page score
-6
Moderate hidden bloat
Δ delta
Site-Wide ACRI
57
Avg across 64 pages · Range 46–72
Topical Cohesion
3%
Topical Drift
TF-IDF cosine similarity
Total Words
69094
Avg Bloat
112.8×
RAG Fractures [?]
64
⚠️
64 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 64 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.carwow.co.uk/4x4-cars
Best 4x4 Cars | Best 4WD Cars 2026 | Carwow
pricing 72 19.3× 5427 ⚠️ RAG Fracture
https://www.carwow.co.uk/abarth
Abarth UK | New Abarth Cars, Prices & Reviews | Carwow
pricing 69 58.4× 1587 ⚠️ RAG Fracture
https://www.carwow.co.uk/4x4-cars/7-seater
Best 7-seater 4x4 Cars and 7-seater 4x4 Car Deals of 2026 | Carwow
pricing 67 20.1× 4941 ⚠️ RAG Fracture
https://www.carwow.co.uk/4x4-cars/cheap
Best Cheap 4x4 Cars and Cheap 4x4 Deals of 2026 | Carwow
pricing 67 20.0× 4933 ⚠️ RAG Fracture
https://www.carwow.co.uk/4x4-cars/electric
Best Electric 4x4 Cars of 2026 | Carwow
pricing 67 28.0× 3627 ⚠️ RAG Fracture
https://www.carwow.co.uk/4x4-cars/hybrid
Best Hybrid 4x4 Cars and Hybrid 4x4 Car Deals of 2026 | Carwow
pricing 67 20.1× 4921 ⚠️ RAG Fracture
https://www.carwow.co.uk/4x4-cars/small
10 Best Small 4x4 Cars 2026 | Compare Small 4WD Cars | Carwow
pricing 67 20.6× 4831 ⚠️ RAG Fracture
https://www.carwow.co.uk/7-seater-cars
Best 7-Seater Cars You Can Buy 2026 | Carwow
pricing 67 24.4× 4178 ⚠️ RAG Fracture
https://www.carwow.co.uk/7-seater-cars/large
10 Best Large 7-Seater Cars of 2026 | Compare Big 7-Seaters | Carwow
pricing 67 20.2× 4852 ⚠️ RAG Fracture
https://www.carwow.co.uk/4x4-cars/used
Best Used 4x4 Cars for Sale in the UK in 2026 | Carwow
pricing 64 33.4× 2948 ⚠️ RAG Fracture
https://www.carwow.co.uk/4x4-cars/economical
Most Economical 4x4s Cars of 2026 | Carwow
pricing 64 36.6× 2586 ⚠️ RAG Fracture
https://www.carwow.co.uk/4x4-cars/large
Best Large 4x4 Cars and Large 4x4 Car Deals of 2026 | Carwow
pricing 64 40.5× 2283 ⚠️ RAG Fracture
https://www.carwow.co.uk/7-seater-cars/small
Best Small 7-Seater Cars of 2026 | Carwow
pricing 64 39.2× 2346 ⚠️ RAG Fracture
https://www.carwow.co.uk/abarth/500e-cabrio/lease
Abarth 500e Convertible Lease deals from £399pm | Carwow
pricing 64 93.8× 868 ⚠️ RAG Fracture
https://www.carwow.co.uk/abarth/500e/lease
Abarth 500e Lease deals from £354pm | Carwow
pricing 64 91.6× 853 ⚠️ RAG Fracture
https://www.carwow.co.uk/sell-my-car/guides/cars-that-hold-their-value
Cars That Hold Their Value Best | Carwow
pricing 59 49.8× 959 ⚠️ RAG Fracture
https://www.carwow.co.uk/abarth/595-abarth/bristol/bristol
Abarth 595 Cars for Sale in Bristol | Carwow
pricing 54 132.8× 350 ⚠️ RAG Fracture
https://www.carwow.co.uk/abarth/500e/west-yorkshire/bradford
Abarth 500e Cars for Sale in Bradford | Carwow
pricing 54 134.5× 345 ⚠️ RAG Fracture
https://www.carwow.co.uk/abarth/500e/south-yorkshire/sheffield
Abarth 500e Cars for Sale in Sheffield | Carwow
pricing 54 134.5× 345 ⚠️ RAG Fracture
https://www.carwow.co.uk/abarth/500e/dorset/bournemouth
Abarth 500e Cars for Sale in Bournemouth | Carwow
pricing 54 134.5× 345 ⚠️ RAG Fracture
Showing 20 of 64 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
/abarth/ 50 55 0% 133.6× High JS Bloat
/4x4-cars/ 9 67 0% 26.5× High JS Bloat
/7-seater-cars/ 3 66 0% 27.9× High JS Bloat
/sell-my-car/ 1 59 0% 49.8× High JS Bloat
/blog/ 1 46 0% 165.2× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 64 pages
carwow.de ×64
support.carwow.co.uk ×64
youtube.com ×64
twitter.com ×64
financial-ombudsman.org.uk ×64
carwow.es ×64
instagram.com ×64
uk.trustpilot.com ×64
🔄 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/carwow.co.uk

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

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Domains with a similar tech stack, industry, and AI readiness profile to carwow.co.uk. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
carwow.co.uk (this site) 62 83 WordPress 24.2× 1
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driphydration.com 86 95 WordPress 1.9× 2 Compare →
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📊 Semantic Share of Voice

How often would an AI cite carwow.co.uk 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 carwow.co.uk. 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 4% 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 Co?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Co does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Co work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Co."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for carwow.co.uk:

Current Score
83
Projected Score
91
Improvement
+8 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