quboworld.com 61 C
🛡️ SEO 47 🤖 GEO 82 ⚡ Perf 34 🏗️ Arch 65

quboworld.com — Global SEODiff Score 61/100

quboworld.com
📊

quboworld.com achieves a 79/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. In the infrastructure sector, quboworld.com outperforms the average (57), suggesting strong competitive positioning in AI search. While the majority of content is server-rendered, the 15% ghost ratio suggests some content remains hidden from static crawlers. The 7.2× token bloat ratio falls within the normal range, though there is room to trim navigation, footer, and script overhead. 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.

61
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (34) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Mar 16, 2026 · 📋 API
📈 ACRI Trend 27 snapshots
Feb 22 Mar 16
🔔 Recent AI Indexing Activity
🔄 Mar 16 Content change detected
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)47 × 0.25 = 11.8
🤖 AI Readiness / GEO (40% weight)82 × 0.40 = 32.8
⚡ Performance (20% weight)34 × 0.20 = 6.8
🏗️ Architecture & Trust (15% weight)65 × 0.15 = 9.8
Weighted sum = 11.8 + 32.8 + 6.8 + 9.8
Global SEODiff Score = 61 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
94
Rendering
avg 93
70
Structure
avg 35
42
Schema
avg 9
55
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 2%
Rank #18108
+8 pts
Gap
AI (ACRI)
Top 9%
Score 79/100

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

Why quboworld.com ranks here

Tech stackExpress
RenderingHybrid
Schema coverage1 blocks
Token bloat7.2×

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

47/100 25 % of Global Score 🟡 Medium Confidence

📝 Title Tag

33 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

100 chars
Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

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

🔍 Indexability

  • ✗ Canonical tag present
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✗ og:title
  • ✗ og:description
  • ✗ og:image
  • ✗ 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

82/100 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 →
quboworld.com
61
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 15%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 70/100 — Good
Structured Elements 136 elements (78 lists, 58 rows, 0 headers)
Total Words928
Raw Density14.7%

🏷️ 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

69
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability69/100 — AI models can partially extract answers from this page
Crawl CostMedium (65/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

13%
🗑️ 87%
Useful Content (35.9 KB)Bloat (221.0 KB)
Token Bloat Ratio7.2× — Normal

Multimodal Readiness

Visual Context11% Optimized for Vision
Image Alt Coverage9 / 85 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 11% 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: 86.0% · SNR: 0.16 · Signal: 9188 / Noise: 56566 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 quboworld.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
Dashcam 4G enables live streaming of drives from anywhere, offering home security solutions.
Target Audience
Homeowners, drivers, security enthusiasts
Pricing Model
Subscription-based, likely tiered based on features and storage
🏆 Competitive Moat
Real-time live streaming and remote vehicle monitoring via 4G connectivity.
📊 Content Depth
3/10
⚡ Key Pain Points
• Lack of clear pricing information
• Limited SEO content beyond basic product descriptions
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

FrameworkExpress
AI-Readiness Score55/100
Serverhlxsys
CDN
HTTP Status200
Load Time4322 ms
Raw HTML Size256.9 KB
Visible Text Size35.9 KB

Performance & Speed

34/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

4322 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1134
DOM nodes
257 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=0, must-revalidate, no-cache, no-store
  • ✗ 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
googletagmanager.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

65/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

108
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 61/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for quboworld.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/quboworld.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=quboworld.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 37 pages · Deep-10

Homepage ACRI
61
Single-page score
-19
Moderate hidden bloat
Δ delta
Site-Wide ACRI
42
Avg across 37 pages · Range 0–69
🔍
Hidden Bloat Detected

Homepage scores 61, but internal pages average only 42 — a -19-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
7%
Topical Drift
TF-IDF cosine similarity
Total Words
20800
Avg Bloat
67.1×
RAG Fractures [?]
28
⚠️
28 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 28 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.quboworld.com/home_security_camera_hcm01
FAQ Home Security Camera
pricing 69 15.5× 2787 ⚠️ RAG Fracture
https://www.quboworld.com/indoor_camera_hcl01
FAQ Indoor Camera
pricing 69 15.3× 2830 ⚠️ RAG Fracture
https://www.quboworld.com/baby_camera_hcb01
FAQ Baby Cam
pricing 69 16.5× 2745 ⚠️ RAG Fracture
https://www.quboworld.com/privacy-policy-cookie-restriction-mode
Privacy and Cookie Policy
pricing 63 28.7× 1366 ⚠️ RAG Fracture
https://www.quboworld.com/support
Qubo Support
pricing 61 69.2× 749 ⚠️ RAG Fracture
https://www.quboworld.com/dealer-locator
Live Smart. Live Better with Qubo
pricing 61 83.8× 626 ⚠️ RAG Fracture
https://www.quboworld.com/dashcam-installation.html
Dashcam Installation
pricing 61 99.5× 524 ⚠️ RAG Fracture
https://www.quboworld.com/subscription-plans
Get Subscription Plans with additional cloud storage | Qubo
pricing 61 68.7× 750 ⚠️ RAG Fracture
https://www.quboworld.com/contact-us
Qubo Support
pricing 61 69.2× 749 ⚠️ RAG Fracture
https://www.quboworld.com/smart-home.html
Qubo Smart Home Devices - Reimagining Home Security and Home Automation
pricing 61 80.2× 608 ⚠️ RAG Fracture
https://www.quboworld.com/lock-installation.html
Lock Installation
pricing 61 86.2× 657 ⚠️ RAG Fracture
https://www.quboworld.com/careers
Careers | Qubo
pricing 60 68.3× 565 ⚠️ RAG Fracture
https://www.quboworld.com/desktop
Qubo Desktop App Download
pricing 60 74.5× 513 ⚠️ RAG Fracture
https://www.quboworld.com/camera-installation.html
Camera Installation
pricing 51 107.1× 438 ⚠️ RAG Fracture
https://www.quboworld.com/vdb-installation.html
VDB Installation
pricing 51 106.7× 413 ⚠️ RAG Fracture
https://www.quboworld.com/gps-tracker-installation.html
GPS Tracker Installation
pricing 51 109.8× 383 ⚠️ RAG Fracture
https://www.quboworld.com/packages-installation.html
Packages Installation
pricing 51 102.5× 445 ⚠️ RAG Fracture
https://quboworld.com/contact
Contact Us
pricing 50 116.1× 330 ⚠️ RAG Fracture
https://www.quboworld.com/channel-partner
Channel Partner
pricing 50 124.0× 314 ⚠️ RAG Fracture
https://www.quboworld.com/terms-conditions
Terms & Conditions
pricing 50 121.4× 311 ⚠️ RAG Fracture
Showing 20 of 37 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
/terms-conditions/ 1 50 1% 121.4× Bot Blocked
/docs/ 1 0 0% 0.0× Low AI Readiness
/privacy-policy-cookie-restriction-mode/ 1 63 0% 28.7× High JS Bloat
/support/ 1 61 1% 69.2× Bot Blocked
/gps-tracker-installation.html/ 1 51 1% 109.8× Bot Blocked
/currentopening/ 1 50 1% 118.2× Bot Blocked
/how-to-videos/ 1 50 1% 112.6× Bot Blocked
/integrations/ 1 0 0% 0.0× Low AI Readiness
/careers/ 1 60 1% 68.3× Bot Blocked
/contact/ 1 50 1% 116.1× Bot Blocked
/contact-us/ 1 61 1% 69.2× Bot Blocked
/dashcam-installation.html/ 1 61 1% 99.5× Bot Blocked
/desktop/ 1 60 1% 74.5× Bot Blocked
/contact-form/ 1 50 1% 124.0× Bot Blocked
/subscrption_ip/ 1 50 1% 84.5× Bot Blocked
🔗
Outbound External Citations
0 unique external domains cited across 37 pages
youtube.com ×28
play.google.com ×27
twitter.com ×27
quboworld.shiprocket.co ×27
facebook.com ×27
apps.apple.com ×27
linkedin.com ×27
instagram.com ×27
🔄 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/quboworld.com

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

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📊 Semantic Share of Voice

How often would an AI cite quboworld.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 quboworld.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": "Quboworld",
  "url": "https://quboworld.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://quboworld.com/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 Quboworld?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Quboworld does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Quboworld work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Quboworld."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
79
Projected Score
89
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
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