contobox.com 58 D
🛡️ SEO 48 🤖 GEO 59 ⚡ Perf 42 🏗️ Arch 93

contobox.com — Global SEODiff Score 58/100

contobox.com
📊

At 68/100, the ACRI for contobox.com indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Compared to other developer sites (avg score: 57), contobox.com performs above the benchmark, suggesting strong competitive positioning in AI search. The low ghost ratio (10%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. Heavy markup overhead (50.0× bloat) forces AI systems to wade through excess code before finding useful information. The site includes 2 schema blocks, providing adequate structured data for basic entity recognition. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

58
D — Global SEODiff Score
Comprehensive search visibility assessment
Below average — Performance (42) has the most room for improvement.
🎯 Top Fix: Reduce token bloat (171×) → +5–10 pts
🔬 Automated SEODiff Assessment · Snapshot: Feb 26, 2026 · 📋 API
📈 ACRI Trend 3 snapshots
Feb 23 Feb 26
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than contobox.com?
Run the same 40-signal audit on your own domain — free, instant results.
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)48 × 0.25 = 12.0
🤖 AI Readiness / GEO (40% weight)59 × 0.40 = 23.6
⚡ Performance (20% weight)42 × 0.20 = 8.4
🏗️ Architecture & Trust (15% weight)93 × 0.15 = 13.9
Weighted sum = 12.0 + 23.6 + 8.4 + 13.9
Global SEODiff Score = 58 (D)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
97
Rendering
avg 93
38
Structure
avg 36
4
Schema
avg 9
55
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #29166
+36 pts
Gap
AI (ACRI)
Top 38%
Score 68/100

contobox.com punches above its weight in AI — AI visibility exceeds Google ranking. This is a competitive moat worth protecting. ACRI measures technical crawler readiness. Read the methodology →

Why contobox.com ranks here

Tech stackWix
Industrydeveloper
RenderingHybrid
Schema coverage2 blocks
Token bloat50×+

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

48/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

33 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

149 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 5
  • ✓ Has <h2> headings — found 20
  • ✗ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — Bring your ads to life | Contobox
  • ✓ og:description — Contobox empowers advertisers to build and deliver engaging digital campaigns that collect first-party data to power personalization and retargeting.
  • ✗ og:image
  • ✓ 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

59/100 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 →
contobox.com
45
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 10%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 38/100 — Low
Structured Elements 23 elements (23 lists, 0 rows, 0 headers)
Total Words537
Raw Density4.3%
💡Low structure score (38/100). Your content appears as a wall of text with few structured HTML elements. You have 23 list items, 0 table rows, 0 table headers. Convert features into <ul> lists and data into <table> elements to help AI models extract structured information.

🏷️ Schema Health Docs

Organization Schema ❌ Missing
Product / Service Schema ⚠️ Not Found
Total Schema Blocks2 block(s) — Basic (low value for AI)

Schema Coverage Map

1/7 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.

📐 AI Efficiency Metrics Docs

37
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability37/100 — AI models can barely extract answers from this page
Crawl CostHigh (100/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

1%
🗑️ 99%
Useful Content (5.8 KB)Bloat (981.4 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage33 / 33 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 987.2 KB, but only 5.8 KB is text. 1% useful / 99% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (50×+) risks context-window truncation by ChatGPT, Claude, and Gemini. Reduce inline scripts, CSS, hydration payloads, and tracking code.

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 99.4% · SNR: 0.01 · Signal: 1479 / Noise: 251244 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/gemma-3-4b-it-qat-4bit) analyzed the extracted content of contobox.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
This SaaS platform helps marketers, publishers, and brands unlock actionable insights from their data by transforming raw data into understandable
Target Audience
Marketers, publishers, brands
Pricing Model
Subscription-based; details not specified, likely tiered.
🔗 Integration Partners
IAB
🏆 Competitive Moat
Focus on delivering actionable insights through a data-driven approach, emphasizing alignment, context, relevance, specificity, and clarity – moving beyond simple data reporting.
📊 Content Depth
7/10
🔄 Programmatic SEO Signals
Link to ‘Little Book of Data & Analytics eBook’Link to ‘Fixing Big Data’s Blind Spot’Link to ‘Actionable Insights: The Missing Link Between Data and Business Value’
⚡ Key Pain Points
• Data management and data quality challenges
• Hesitancy to extract actionable insights from social media data
• Lack of clarity in presenting insights
Model: mlx-community/gemma-3-4b-it-qat-4bit · Analyzed: 2026-03-01 · Data extracted from the site’s main content via strict JSON prompting.

🔧 Tech Stack

FrameworkWix
AI-Readiness Score55/100
ServerPepyaka
CDN
HTTP Status200
Load Time1127 ms
Raw HTML Size987.2 KB
Visible Text Size5.8 KB

Performance & Speed

42/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1127 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1032
DOM nodes
987 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → private,max-age=0,must-revalidate
  • ✗ 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

93/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://contobox.com/wp-sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

31
internal links
0
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 45/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for contobox.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/contobox.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=contobox.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 97 pages · Deep-10

Homepage ACRI
45
Single-page score
+2
Consistent readability
Δ delta
Site-Wide ACRI
47
Avg across 97 pages · Range 36–77
Topical Cohesion
6%
Topical Drift
TF-IDF cosine similarity
Total Words
42799
Avg Bloat
43.6×
Page Type ACRI Token Bloat Words Status
https://contobox.com/blog/what-we-can-learn-from-these-soulful-hilarious-and-customer-centric-ad-campaigns/
What We Can Learn from These Soulful, Hilarious, and Customer-Centric Ad Campaigns – Contobox Insider
pricing 77 7.2× 1699 💰 Pricing
https://contobox.com/blog/attribution-modeling/
Attribution Modeling: A Beginners Guide – Contobox Insider
pricing 77 9.0× 1391 💰 Pricing
https://contobox.com/blog/secret-life-us-teenagers-mobile/
The Secret Life of U.S. Teenagers’ Smartphones – Contobox Insider
blog 77 8.4× 1387
https://contobox.com/blog/actionable-insights-making-data-meaningful/
Actionable Insights: How to Make Your Data Mean Something – Contobox Insider
blog 77 9.9× 1193
https://contobox.com/blog/advertising-to-millennials-think-about-your-experience/
How to Advertise to Millennials: Think About Your Experience – Contobox Insider
blog 77 8.2× 1411
https://contobox.com/blog/gdpr-compliance-5-steps/
Get GDPR Compliant in 5 Steps – Contobox Insider
blog 77 9.1× 1389
https://contobox.com/blog/better-digital-experiences-are-every-brands-priority/
Why a better digital experience should be every brand’s top priority – Contobox Insider
blog 77 7.9× 1438
https://contobox.com/blog/how-to-build-a-digital-campaign-for-every-type-of-shopper/
How to build a digital campaign that caters to every type of shopper – Contobox Insider
pricing 77 7.8× 1385 💰 Pricing
https://contobox.com/blog/shoppable-video/
Shoppable Video: Where eCommerce and Brand Advertising Collide – Contobox Insider
pricing 77 6.7× 1923 💰 Pricing
https://contobox.com/blog/advertising-to-millennials-the-generation-bigger-than-boomers/
How to Advertise to Millennials: The Generation Bigger Than The Boomers – Contobox Insider
blog 77 8.1× 1481
https://contobox.com/blog/key-takeaways-from-programmatic-i-o-and-what-they-mean-for-digital-marketers/
Key takeaways from Programmatic I/O and what they mean for digital marketers – Contobox Insider
pricing 67 10.5× 963 💰 Pricing
https://contobox.com/blog/five-biggest-myths-about-programmatic-advertising/
What are the 5 biggest myths about programmatic advertising? – Contobox Insider
blog 67 10.5× 977
https://contobox.com/blog/how-to-advertise-to-millennials-part-4/
How to Advertise to Millennials: Influencing Purchases and Decision Making – Contobox Insider
blog 67 11.3× 975
https://contobox.com/blog/millennials-importance-of-mobile-and-purchases/
How to Advertise to Millennials: The Importance of Mobile and e-Commerce – Contobox Insider
pricing 67 11.4× 1013 💰 Pricing
https://contobox.com/blog/advertising-industry-blockchain-tech/
Do I Have to Think About Blockchains in Advertising? – Contobox Insider
pricing 67 10.2× 1190 💰 Pricing
https://contobox.com/blog/6-reasons-you-should-be-using-interactive-video/
6 Reasons You Should Be Using Interactive Video – Contobox Insider
blog 67 10.4× 1191
https://contobox.com/blog/attribution-strategy-elevator-infographic/
A Simple Infographic for your Attribution Strategy – Contobox Insider
pricing 67 13.3× 803 💰 Pricing
https://contobox.com/blog/premium-publishers-good-advertisers/
Why Advertisers Should Care About Premium Publishers – Contobox Insider
blog 67 12.0× 925
https://contobox.com/blog/mobile-advertising-canada/
The State of Mobile Advertising in Canada – Contobox Insider
pricing 67 11.7× 1156 💰 Pricing
https://contobox.com/blog/newsflash-engagement-matters/
This Shouldn’t Be News: Engagement Matters – Contobox Insider
pricing 67 11.1× 1006 💰 Pricing
Showing 20 of 97 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
/blog/ 81 48 0% 42.4× High JS Bloat
/videos/ 11 36 0% 59.5× High JS Bloat
/awards-2017-nespresso/ 1 64 0% 18.1× High JS Bloat
/success/ 1 36 0% 44.6× High JS Bloat
/success-newsletter/ 1 36 0% 47.1× High JS Bloat
/awards-2017-ernest/ 1 64 0% 18.6× High JS Bloat
/awards-2017-scotiabank/ 1 64 0% 17.6× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 97 pages
advertisers.contobox.com ×97
linkedin.com ×97
ourwork.contobox.com ×97
twitter.com ×97
youtube.com ×97
facebook.com ×97
publishers.contobox.com ×97
plus.google.com ×32
🔄 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/contobox.com

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

🔗 Similar developer Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
contobox.com (this site) 45 68 Wix 170.8× 2
v2rayng.org 70 83 WordPress 7.5× 2 Compare →
ai.google.dev 70 81 Custom / Proprietary 5.9× 2 Compare →
streaming-guide.spiegel.de 70 88 WordPress 26.3× 2 Compare →
eden-park.com 70 85 Shopify 10.3× 2 Compare →
carpetshop.co.il 70 84 Shopify 4.7× 2 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite contobox.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 contobox.com. 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": "Contobox",
  "url": "https://contobox.com",
  "logo": "https://static.wixstatic.com/media/53edad_f350d7af960043cb8d88abd0d9cdcf57%7Emv2.png/v1/fill/w_192%2Ch_192%2Clg_1%2Cusm_0.66_1.00_0.01/53edad_f350d7af960043cb8d88abd0d9cdcf57%7Emv2.png",
  "sameAs": []
}
</script>
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 0% 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 Contobox?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Contobox does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Contobox work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Contobox."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
68
Projected Score
82
Improvement
+14 pts
Add Organization schema +6 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