mndelgolfo.com 43 D
🛡️ SEO 55 🤖 GEO 76 ⚡ Perf 21 🏗️ Arch 86

mndelgolfo.com — Global SEODiff Score 43/100

mndelgolfo.com
📊

mndelgolfo.com registers just 15/100 on the ACRI scale — a bottom-tier result indicating systemic AI visibility problems. In the infrastructure sector, mndelgolfo.com underperforms relative to the average (57), indicating room for competitive improvement. The low ghost ratio (10%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. A 15.0× token bloat ratio means crawlers must process significantly more tokens to reach the actual content — a drag on extraction efficiency. The site includes 2 schema blocks, providing adequate structured data for basic entity recognition. All major AI crawlers (GPTBot, ClaudeBot, CCBot, Google-Extended) are blocked by robots.txt — the site is effectively invisible to AI search.

43
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Performance (21) needs urgent attention.
🎯 Top Fix: Allow GPTBot + ClaudeBot in robots.txt → lift the score cap
🔬 Automated SEODiff Assessment · Snapshot: Feb 26, 2026 · 📋 API
Does your site score higher than mndelgolfo.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)55 × 0.25 = 13.8
🤖 AI Readiness / GEO (40% weight)76 × 0.40 = 30.4
⚡ Performance (20% weight)21 × 0.20 = 4.2
🏗️ Architecture & Trust (15% weight)86 × 0.15 = 12.9
Weighted sum = 13.8 + 30.4 + 4.2 + 12.9
⚠️ Fatal multiplier: All major AI bots blocked → ×0.5
Global SEODiff Score = 43 (D)
🚫
Gatekeeper Rule: Score cannot exceed 15. Both GPTBot and ClaudeBot are blocked in robots.txt. No major AI assistant can cite this site. Allow at least one major AI crawler to lift the cap. See Bot Access →
📊 ACRI Sub-Scores (AI Readiness Detail)
20
Bot Access
avg 92
97
Rendering
avg 93
100
Structure
avg 35
44
Schema
avg 10
50
Tech Stack
avg 64
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 50%+
Rank #839917
-20 pts
Gap
AI (ACRI)
Top 63%
Score 15/100

mndelgolfo.com ranks much higher on Google (Tranco Top 50%+) than in AI search (Top 63%). This is the 'Invisible Giant' pattern — implement the patches above to close the AI gap. ACRI measures technical crawler readiness. Read the methodology →

Why mndelgolfo.com ranks here

Tech stackCustom / Proprietary
RenderingHybrid
Schema coverage2 blocks
Token bloat15.0×

Fastest improvements

  • Allow GPTBot in robots.txt so AI crawlers can access your pages (see Crawl Access).
  • Allow ClaudeBot (many assistants rely on it) — blocking it often correlates with “AI invisibility.”
  • 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

283 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

1029 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✗ Has <h2> headings — found 0
  • ✓ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — MN del Golfo: compra en línea materiales de construcción, ferretería, eléctrico, iluminación. truper, accesorios para construcción, conexiones,...
  • ✓ og:description — MN Home Center : - Baños Materiales de Construcción Ferretería Plomería Material Eléctrico Cocina Piso, Azulejos, Adhesivos Y Mas Línea Blanca Iluminación Herramientas Jardín Hogar Ventilación y Minisplits Puertas y Cerraduras Impermeabilizantes Pinturas Lo Mejor en Material Eléctrico Magnaventa Tarimas de madera (Sobre pedido) venta de block en línea, venta de material para construcción, comprar materiales, cemento venta en línea, construcción,venta sobre pedido, ferretería, eléctrico, iluminación. material de construcción, truper, accesorios para construcción, conexiones, cerraduras, impermeabilizantes, puertas, cemento, varilla, venta de cemento, venta de varilla, thermoteck, cemex, venta de material para construccion, calentadores de agua, boilers, construrama, acero para construccion, concreto, compra cemento, materiales para construcción, pisos, azulejos, cerámica, baños, accesorios para baños, material de construccion, cemento gris, cemento blanco, yeso, venta impermeabilizantes,
  • ✓ 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

76/100 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 →
mndelgolfo.com
65
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)
Blocked
ClaudeBot (Anthropic)
Blocked
CCBot (Common Crawl)
Blocked
Google-Extended
Blocked
Googlebot
Allowed
💡GPTBot is blocked. To appear in ChatGPT citations, add Allow: / under User-agent: GPTBot in your robots.txt.
💡ClaudeBot is blocked. To be cited by Claude, allow ClaudeBot in robots.txt.

👻 Rendering (Ghost Ratio) Docs

Ghost Ratio 10%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 100/100 — Excellent
Structured Elements 581 elements (581 lists, 0 rows, 0 headers)
Total Words1754
Raw Density33.1%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks2 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.
💡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

72
AI Extractability
Medium
Crawl Cost
Critical
Blocklist Risk
Extractability72/100 — AI models can easily extract answers from this page
Crawl CostMedium (50/100) — moderate for AI crawlers to process
Blocklist RiskCritical — 4 of 5 AI crawlers blocked

Token Bloat Research

6%
🗑️ 94%
Useful Content (17.7 KB)Bloat (248.1 KB)
Token Bloat Ratio15.0× — Normal

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage43 / 43 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: 93.4% · SNR: 0.07 · Signal: 4523 / Noise: 63508 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 mndelgolfo.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
Online construction materials and home improvement products
Target Audience
Homeowners and construction professionals
Pricing Model
Not explicitly stated, but likely includes one-time purchase and subscription options
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

AI-Readiness Score50/100
ServerApache
CDN
HTTP Status200
Load Time5819 ms
Raw HTML Size265.7 KB
Visible Text Size17.7 KB

Performance & Speed

21/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

5819 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

3494
DOM nodes
266 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=300
  • ✗ 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

86/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

818
internal links
7
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 → es
  • ✓ 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 65/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for mndelgolfo.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/mndelgolfo.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=mndelgolfo.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 9 pages · Deep-10

Homepage ACRI
65
Single-page score
-21
Severe hidden bloat
Δ delta
Site-Wide ACRI
44
Avg across 9 pages · Range 44–47
🔍
Hidden Bloat Detected

Homepage scores 65, but internal pages average only 44 — a -21-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
4%
Topical Drift
TF-IDF cosine similarity
Total Words
1627
Avg Bloat
304.3×
Ext. Citations
7
Page Type ACRI Token Bloat Words Status
https://mndelgolfo.com/blog
Blog : MN Home Center
blog 47 434.8× 115
https://mndelgolfo.com/pricing
MN del Golfo: compra en línea materiales de construcción, ferretería, eléctrico, iluminación. truper, accesorios para construcción, conexiones, cerraduras, impermeabilizantes, puertas, boilers, calentadores, mini splits, azulejos, pisos, accesorios cerámicos, todo para baño.
pricing 44 288.0× 189 💰 Pricing
https://mndelgolfo.com/about
MN del Golfo: compra en línea materiales de construcción, ferretería, eléctrico, iluminación. truper, accesorios para construcción, conexiones, cerraduras, impermeabilizantes, puertas, boilers, calentadores, mini splits, azulejos, pisos, accesorios cerámicos, todo para baño.
about 44 288.0× 189
https://mndelgolfo.com/products
MN del Golfo: compra en línea materiales de construcción, ferretería, eléctrico, iluminación. truper, accesorios para construcción, conexiones, cerraduras, impermeabilizantes, puertas, boilers, calentadores, mini splits, azulejos, pisos, accesorios cerámicos, todo para baño.
product 44 288.0× 189
https://mndelgolfo.com/features
MN del Golfo: compra en línea materiales de construcción, ferretería, eléctrico, iluminación. truper, accesorios para construcción, conexiones, cerraduras, impermeabilizantes, puertas, boilers, calentadores, mini splits, azulejos, pisos, accesorios cerámicos, todo para baño.
product 44 288.0× 189
https://mndelgolfo.com/case-studies
MN del Golfo: compra en línea materiales de construcción, ferretería, eléctrico, iluminación. truper, accesorios para construcción, conexiones, cerraduras, impermeabilizantes, puertas, boilers, calentadores, mini splits, azulejos, pisos, accesorios cerámicos, todo para baño.
social-proof 44 288.0× 189
https://mndelgolfo.com/contact
MN del Golfo: compra en línea materiales de construcción, ferretería, eléctrico, iluminación. truper, accesorios para construcción, conexiones, cerraduras, impermeabilizantes, puertas, boilers, calentadores, mini splits, azulejos, pisos, accesorios cerámicos, todo para baño.
support 44 288.0× 189
https://mndelgolfo.com/integrations
MN del Golfo: compra en línea materiales de construcción, ferretería, eléctrico, iluminación. truper, accesorios para construcción, conexiones, cerraduras, impermeabilizantes, puertas, boilers, calentadores, mini splits, azulejos, pisos, accesorios cerámicos, todo para baño.
integrations 44 288.0× 189
https://mndelgolfo.com/faq
MN del Golfo: compra en línea materiales de construcción, ferretería, eléctrico, iluminación. truper, accesorios para construcción, conexiones, cerraduras, impermeabilizantes, puertas, boilers, calentadores, mini splits, azulejos, pisos, accesorios cerámicos, todo para baño.
support 44 288.0× 189
🔗
Outbound External Citations
7 unique external domains cited across 9 pages
httcommerce.com ×9
mayoreo.mndelgolfo.com ×9
api.whatsapp.com ×9
instagram.com ×9
youtube.com ×9
facebook.com ×9
tiktok.com ×9
🔄 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/mndelgolfo.com

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 mndelgolfo.com. Compare side-by-side.

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🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to mndelgolfo.com. 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": "Mndelgolfo",
  "url": "https://mndelgolfo.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://mndelgolfo.com/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Allow GPTBot in robots.txt
High Impact ⏱ 2 min
GPTBot is blocked — your content cannot appear in ChatGPT citations. Add this to your robots.txt:
text
User-agent: GPTBot
Allow: /

User-agent: ChatGPT-User
Allow: /
Allow ClaudeBot in robots.txt
Medium Impact ⏱ 2 min
ClaudeBot is blocked — Claude cannot cite your content. Many AI assistants rely on it.
text
User-agent: ClaudeBot
Allow: /

User-agent: anthropic-ai
Allow: /
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 6% 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 Mndelgolfo?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Mndelgolfo does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Mndelgolfo work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Mndelgolfo."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
15
Projected Score
40
Improvement
+25 pts
Allow GPTBot +8 pts
Allow ClaudeBot +5 pts
Add WebSite schema +4 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