reservamos.mx 77 B
🛡️ SEO 50 🤖 GEO 83 ⚡ Perf 94 🏗️ Arch 80

reservamos.mx — Global SEODiff Score 77/100

reservamos.mx
📊

At 76/100, the ACRI for reservamos.mx indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Compared to other infrastructure sites (avg score: 57), reservamos.mx 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. Token bloat registers at 6.0× — acceptable, but reducing inline scripts and redundant markup could yield measurable gains. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

77
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (50) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 8 snapshots
Feb 23 Mar 21
🔔 Recent AI Indexing Activity
📈 Mar 7 ACRI +25 (39→64)
📉 Mar 3 ACRI -25 (64→39)
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)50 × 0.25 = 12.5
🤖 AI Readiness / GEO (40% weight)83 × 0.40 = 33.2
⚡ Performance (20% weight)94 × 0.20 = 18.8
🏗️ Architecture & Trust (15% weight)80 × 0.15 = 12.0
Weighted sum = 12.5 + 33.2 + 18.8 + 12.0
Global SEODiff Score = 77 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
75
Structure
avg 35
2
Schema
avg 9
55
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 8%
Rank #84755
+9 pts
Gap
AI (ACRI)
Top 17%
Score 76/100

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

Why reservamos.mx ranks here

Tech stackExpress
RenderingSSR
Schema coverage1 blocks
Token bloat6.0×

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

50/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

60 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

134 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 10
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://contenido.reservamos.mx/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → es
  • ✅ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Compra boletos de autobús en línea en México | Reservamos
  • ✓ og:description — Reserva boletos de autobús fácil y seguro. Compara precios y horarios en Reservamos, más de 90 líneas y miles de rutas en México.
  • ✓ 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

83/100 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 →
reservamos.mx
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 75/100 — Good
Structured Elements 140 elements (140 lists, 0 rows, 0 headers)
Total Words839
Raw Density16.7%

🏷️ Schema Health Docs

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

Schema Coverage Map

0/7 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.
💡WebSite schema missing. Add WebSite + SearchAction so Google can generate a Sitelinks Search Box for your brand in AI results.

📐 AI Efficiency Metrics Docs

64
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability64/100 — AI models can partially 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

16%
🗑️ 84%
Useful Content (24.7 KB)Bloat (124.3 KB)
Token Bloat Ratio6.0× — Normal

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage40 / 40 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: 83.4% · SNR: 0.20 · Signal: 6323 / Noise: 31818 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 reservamos.mx 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
ACN Gran Clase provides luxury bus transportation services in Mexico, offering comfortable buses with amenities like reclining seats, individual screens,
Target Audience
Travelers, commuters, and individuals seeking comfortable long-distance bus travel within Mexico.
Pricing Model
Dynamic pricing based on route and demand, with options for online booking and potentially mobile app access.
🏆 Competitive Moat
Extensive route network and focus on luxury bus travel within Mexico, providing a differentiated experience.
📊 Content Depth
5/10
⚡ Key Pain Points
• Lack of online booking system details
• Limited information on specific features beyond amenities
Analyzed by SEODiff AI · 2026-03-07

🔧 Tech Stack

FrameworkExpress
AI-Readiness Score55/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time117 ms
Raw HTML Size149.0 KB
Visible Text Size24.7 KB

Performance & Speed

94/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

117 ms
Excellent — server responds instantly

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

📦 Page Weight

760
DOM nodes
149 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → private, max-age=60, must-revalidate
  • ✗ CDN cache status
  • ✓ CDN detected → cloudflare

🔬 Tracker Tax

8
tracker scripts
5
third-party domains
0.0%
token overhead
Moderate trackers — consider lazy-loading non-essential scripts
googletagmanager.comtiktok.com/i18n/pixelct.pinterest.comfacebook.netgooglesyndication.com
📐 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

112
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 64/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for reservamos.mx
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/reservamos.mx" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=reservamos.mx" 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 55 pages · Deep-10

Homepage ACRI
64
Single-page score
-19
Moderate hidden bloat
Δ delta
Site-Wide ACRI
45
Avg across 55 pages · Range 0–65
🔍
Hidden Bloat Detected

Homepage scores 64, but internal pages average only 45 — a -19-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
11%
Topical Drift
TF-IDF cosine similarity
Total Words
21058
Avg Bloat
86.5×
Page Type ACRI Token Bloat Words Status
https://www.reservamos.mx/autobuses/acn-gran-clase
ACN Gran Clase: Rutas, Horarios y Precios | Reservamos.mx
other 65 103.1× 592
https://www.reservamos.mx/autobuses/vallarta-plus
Boletos de autobús Vallarta Plus en Reservamos | Horarios y Precios
other 65 81.4× 619
https://www.reservamos.mx/autobuses/geb-futura
Autobuses Futura: Horarios y Destinos. Compra tus boletos online.
other 65 47.8× 1290
https://www.reservamos.mx/autobuses/geb-anahuac
Estrella Blanca Anáhuac: Rutas, Horarios y Precios | Reservamos.mx
other 65 92.0× 666
https://www.reservamos.mx/autobuses/geb-elite
Estrella Blanca Elite: Rutas, Horarios y Precios | Reservamos.mx
other 65 91.1× 763
https://www.reservamos.mx/autobuses/transportes-frontera
Transportes Frontera: Rutas, Horarios y Precios | Reservamos.mx
other 65 105.0× 671
https://www.reservamos.mx/autobuses/roll-and-bits
Roll & Bits: Rutas, Horarios y Precios | Reservamos.mx
other 65 76.5× 638
https://www.reservamos.mx/autobuses/autobuses-aguila
Autobuses Águila: Rutas, Horarios y Precios | Reservamos.mx
other 65 99.6× 543
https://www.reservamos.mx/autobuses/tufesa-platinum
Tufesa Platinum: Rutas, Horarios y Precios | Reservamos.mx
other 65 105.2× 513
https://www.reservamos.mx/autobuses/tufesa-titanium
Tufesa Titanium: Rutas, Horarios y Precios | Reservamos.mx
other 65 97.8× 563
https://www.reservamos.mx/autobuses/omnibus-de-mexico
Omnibus De México: Rutas, Horarios y Precios | Reservamos.mx
other 65 178.2× 599
https://www.reservamos.mx/autobuses/odm-plus
Omnibus De México Plus: Rutas, Horarios y Precios | Reservamos.mx
other 65 131.7× 778
https://www.reservamos.mx/autobuses/costa-de-oro
Autobuses Costa de Oro: Rutas, Horarios y Precios | Reservamos.mx
pricing 65 94.1× 513
https://www.reservamos.mx/autobuses/aus-ordinario
AUS Ordinario: Rutas, Horarios y Precios | Reservamos.mx
other 65 90.1× 532
https://www.reservamos.mx/autobuses/autobuses-noroeste
Autotransportes Turísticos Del Noroeste: Rutas, Horarios y Precios | Reservamos.mx
other 65 94.5× 549
https://www.reservamos.mx/autobuses/acn-confort-clase
ACN Confort Class: Rutas, Horarios y Precios | Reservamos.mx
other 65 103.1× 586
https://www.reservamos.mx/autobuses/geb-chihuahuenses
Estrella Blanca Chihuahuenses: Rutas, Horarios y Precios | Reservamos.mx
other 65 119.2× 673
https://www.reservamos.mx/autobuses/ejecutivos-del-sureste
Ejecutivos Del Sureste: Rutas, Horarios y Precios | Reservamos.mx
other 55 135.6× 425
https://www.reservamos.mx/autobuses/Conexiones-Tornado
Conexiones Tornado: Rutas, Horarios y Precios | Reservamos.mx
other 55 150.1× 289
https://www.reservamos.mx/autobuses/transpais-ibus
Ibus: Rutas, Horarios y Precios | Reservamos.mx
other 55 121.8× 400
Showing 20 of 55 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
/autobuses/ 45 55 1% 105.7× Bot Blocked
/features/ 1 0 0% 0.0× Low AI Readiness
/faq/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/products/ 1 0 0% 0.0× Low AI Readiness
/contact/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
/pricing/ 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 55 pages
tiktok.com ×42
reservamos.tech ×42
play.google.com ×42
pinterest.com.mx ×42
twitter.com ×42
contenido.reservamos.mx ×42
viaje.reservamos.mx ×42
blog.reservamos.mx ×42
🔄 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/reservamos.mx

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

🔗 Similar infrastructure Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
reservamos.mx (this site) 64 76 Express 6.0× 1
photopoint.ee 86 87 Express 1.1× 2 Compare →
jagoanchetslot.com 87 92 Express 6.5× 8 Compare →
sos-ricambi.it 86 94 Express 2.6× 13 Compare →
sos-accessoire.com 86 93 Express 2.6× 13 Compare →
sos-zubehoer.de 88 95 Express 2.6× 13 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite reservamos.mx 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 reservamos.mx. 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": "Reservamos",
  "url": "https://reservamos.mx",
  "logo": "https://unicorn-images.b-cdn.net/a1cc1ef2-2e8c-4184-9522-03afb39e551c?optimizer=gif",
  "sameAs": []
}
</script>
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": "Reservamos",
  "url": "https://reservamos.mx",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://reservamos.mx/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 Reservamos?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Reservamos does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Reservamos work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Reservamos."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

If you apply the patches above, here's the estimated improvement for reservamos.mx:

Current Score
76
Projected Score
92
Improvement
+16 pts
Add Organization schema +6 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
🔍 Found indexing issues?
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