rangemaster.co.uk 70 B
🛡️ SEO 55 🤖 GEO 88 ⚡ Perf 45 🏗️ Arch 80

rangemaster.co.uk — Global SEODiff Score 70/100

rangemaster.co.uk
📊

rangemaster.co.uk demonstrates elite AI-Readiness, achieving an ACRI of 88/100 — placing it in the top 99% of all indexed domains. Compared to other developer sites (avg score: 58), rangemaster.co.uk 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. A 5.3× bloat ratio is typical for sites in this tech tier — not wasteful, but streamlining could further boost extractability. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

70
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (45) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Feb 27, 2026 · 📋 API
📈 ACRI Trend 3 snapshots
Feb 23 Feb 27
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)55 × 0.25 = 13.8
🤖 AI Readiness / GEO (40% weight)88 × 0.40 = 35.2
⚡ Performance (20% weight)45 × 0.20 = 9.0
🏗️ Architecture & Trust (15% weight)80 × 0.15 = 12.0
Weighted sum = 13.8 + 35.2 + 9.0 + 12.0
Global SEODiff Score = 70 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
96
Structure
avg 36
42
Schema
avg 9
70
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 32%
Rank #317417
-30 pts
Gap
AI (ACRI)
Top 1%
Score 88/100

rangemaster.co.uk ranks much higher on Google (Tranco Top 32%) than in AI search (Top 1%). This is the 'Invisible Giant' pattern — implement the patches above to close the AI gap. ACRI measures technical crawler readiness. Read the methodology →

Why rangemaster.co.uk ranks here

Tech stackDrupal
Industrydeveloper
RenderingSSR
Schema coverage1 blocks
Token bloat5.3×

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

55/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

55 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

157 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 9
  • ✗ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — UK's Number 1 Range Cooker Manufacturer | RANGEMASTER
  • ✓ og:description — Rangemaster - Britain's best loved range cooker brand. Need a new gas, electric or dual fuel oven? Or a new refrigerator or freezer? View our range now
  • ✓ og:image — preview
  • ✓ twitter:card — summary
📐 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

88/100 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 developer sector, hikkoshizamurai.jp (ACRI: 88) 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 →
rangemaster.co.uk
75
Your ACRI Score
88
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. hikkoshizamurai.jp has schema coverage of 5 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 96/100 — Excellent
Structured Elements 259 elements (259 lists, 0 rows, 0 headers)
Total Words928
Raw Density27.9%

🏷️ Schema Health Docs

Organization Schema ✅ Present
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
💡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

83
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability83/100 — AI models can easily 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

18%
🗑️ 82%
Useful Content (27.2 KB)Bloat (117.5 KB)
Token Bloat Ratio5.3× — Normal

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

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 81.2% · SNR: 0.23 · Signal: 6957 / Noise: 30075 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/Qwen2.5-7B-Instruct-4bit) analyzed the extracted content of rangemaster.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
Range Cookers, Electric & Dual Fuel Ovens
Target Audience
Homeowners and commercial kitchen operators
Pricing Model
Not explicitly mentioned
Model: mlx-community/Qwen2.5-7B-Instruct-4bit · Analyzed: 2026-02-26 · Data extracted from the site’s main content via strict JSON prompting.

🔧 Tech Stack

FrameworkDrupal
AI-Readiness Score70/100
ServerLiteSpeed
CDN
HTTP Status200
Load Time1035 ms
Raw HTML Size144.7 KB
Visible Text Size27.2 KB

Performance & Speed

45/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1035 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1680
DOM nodes
145 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → must-revalidate, no-cache, private
  • ✗ 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

80/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

332
internal links
15
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 75/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for rangemaster.co.uk
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/rangemaster.co.uk" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=rangemaster.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 1005 pages · Deep-10

Homepage ACRI
75
Single-page score
-17
Moderate hidden bloat
Δ delta
Site-Wide ACRI
59
Avg across 1005 pages · Range 46–75
🔍
Hidden Bloat Detected

Homepage scores 75, but internal pages average only 59 — a -17-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
10%
Topical Drift
TF-IDF cosine similarity
Total Words
583032
Avg Bloat
48.1×
Page Type ACRI Token Bloat Words Status
https://www.rangemaster.co.uk/blog/christmas-day-made-easy-your-rangemaster-range-cooker
Christmas Day made easy, with your Rangemaster range cooker | RANGEMASTER
blog 75 14.2× 2119
https://www.rangemaster.co.uk/blog/how-clean-ceramic-hob
How to Clean a Ceramic Hob | RANGEMASTER
blog 75 12.6× 2495
https://www.rangemaster.co.uk/blog/what-is-an-induction-hob
What Is An Induction Hob & How Do They Work? | RANGEMASTER
pricing 75 11.7× 2779 💰 Pricing
https://www.rangemaster.co.uk/blog/buyers-guide-induction-cooking-rangemaster
A Buyer’s Guide To Induction Cooking | RANGEMASTER
blog 75 12.9× 2293
https://www.rangemaster.co.uk/resources/home-delivery-terms-conditions
Home Delivery Terms & Conditions | RANGEMASTER
pricing 75 13.8× 1425 💰 Pricing
https://www.rangemaster.co.uk/products/collection/professional-90-fx
Professional+ 90 FX | RANGEMASTER
product 75 15.8× 1564
https://www.rangemaster.co.uk/products/collection/nexus-steam
NEXUS Steam | RANGEMASTER
product 75 14.9× 1668
https://www.rangemaster.co.uk/blog/how-to-set-rangemaster-clock
How To Set The Clock On Your Rangemaster | RANGEMASTER
pricing 72 19.6× 1475 💰 Pricing
https://www.rangemaster.co.uk/blog/how-remove-integrated-dishwasher
How To Remove An Integrated Dishwasher | RANGEMASTER
pricing 72 16.6× 1728 💰 Pricing
https://www.rangemaster.co.uk/blog/what-type-hob-should-i-buy
What type of hob should I buy? | RANGEMASTER
pricing 72 19.8× 1469 💰 Pricing
https://www.rangemaster.co.uk/blog/top-tips-planning-kitchen-renovation
Top tips for planning a kitchen renovation | RANGEMASTER
pricing 72 15.8× 1924 💰 Pricing
https://www.rangemaster.co.uk/blog/bread-recipe-utilising-your-rangemaster
Bread recipe utilising your Rangemaster | RANGEMASTER
blog 72 19.0× 1467
https://www.rangemaster.co.uk/blog/slow-cook-ovens
Slow cook ovens | RANGEMASTER
blog 72 18.5× 1523
https://www.rangemaster.co.uk/blog/colour-all-kitchens-rangemaster
A COLOUR FOR ALL KITCHENS | RANGEMASTER
pricing 72 19.2× 1605 💰 Pricing
https://www.rangemaster.co.uk/blog/how-get-most-your-rangemaster-range-cooker-christmas-time
How to get the most from your Rangemaster range cooker at Christmas time | RANGEMASTER
blog 72 14.4× 2079
https://www.rangemaster.co.uk/blog/how-reduce-food-waste-keeping-food-and-drink-cool-rangemaster
How To Reduce Food Waste | RANGEMASTER
pricing 72 15.3× 1899 💰 Pricing
https://www.rangemaster.co.uk/blog/get-ready-national-picnic-week-2023-rangemaster
Get Ready For National Picnic Week 2023 | Rangemaster
pricing 72 16.3× 1947 💰 Pricing
https://www.rangemaster.co.uk/blog/how-to-clean-stainless-steel-sink
How to Clean a Stainless Steel Sink | Rangemaster
blog 72 17.2× 1735
https://www.rangemaster.co.uk/blog/top-10-kitchen-trends-2026
Top 10 kitchen trends for 2026 | RANGEMASTER
pricing 72 19.8× 1513 💰 Pricing
https://www.rangemaster.co.uk/products/collection/professional-100-fx
Professional + 100 FX | RANGEMASTER
product 72 16.9× 1445
Showing 20 of 100 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
/products/ 390 59 0% 46.5× High JS Bloat
/blog/ 102 68 0% 26.1× High JS Bloat
/product/ 6 65 0% 43.9× High JS Bloat
/resources/ 1 75 0% 13.8× High JS Bloat
/faq/ 1 67 0% 25.4× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 1005 pages
tiktok.com ×1005
pinterest.co.uk ×1005
agarangemaster.com ×1005
twitter.com ×1005
youtube.com ×1005
facebook.com ×1005
instagram.com ×1005
uk.trustpilot.com ×1004
🔄 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/rangemaster.co.uk

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

🔗 Similar developer Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
rangemaster.co.uk (this site) 75 88 Drupal 5.3× 1
gillmarine.com 82 84 WordPress 2.9× 1 Compare →
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🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to rangemaster.co.uk. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

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": "Co",
  "url": "https://rangemaster.co.uk",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://rangemaster.co.uk/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 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 rangemaster.co.uk:

Current Score
88
Projected Score
98
Improvement
+10 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