tobii.com 70 B
🛡️ SEO 64 🤖 GEO 81 ⚡ Perf 47 🏗️ Arch 78

tobii.com — Global SEODiff Score 70/100

tobii.com
📊

tobii.com shows strong AI visibility with an ACRI of 74/100, outperforming 78% of indexed domains. In the healthcare sector, tobii.com outperforms the average (57), 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. The token bloat ratio sits at a lean 4.1×, meaning the ratio of code to visible content is efficient — crawlers spend their token budget on actual information. Rich structured data (5 schema blocks) gives AI systems strong semantic signals for entity recognition and knowledge graph inclusion. 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 (47) is your bottleneck.
🎯 Top Fix: Add HSTS header → +2 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 20, 2026 · 📋 API
📈 ACRI Trend 24 snapshots
Feb 22 Mar 20
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than tobii.com?
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)64 × 0.25 = 16.0
🤖 AI Readiness / GEO (40% weight)81 × 0.40 = 32.4
⚡ Performance (20% weight)47 × 0.20 = 9.4
🏗️ Architecture & Trust (15% weight)78 × 0.15 = 11.7
Weighted sum = 16.0 + 32.4 + 9.4 + 11.7
Global SEODiff Score = 70 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
24
Structure
avg 35
50
Schema
avg 9
70
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #25767
+20 pts
Gap
AI (ACRI)
Top 22%
Score 74/100

tobii.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 tobii.com ranks here

Tech stackNext.js
Industryhealthcare
RenderingSSR
Schema coverage5 blocks
Token bloat4.1×

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

64/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

55 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

144 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✗ Exactly 1 <h1> tag — found 3
  • ✓ Has <h2> headings — found 8
  • ✓ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — Global leader in eye tracking for over 20 years
  • ✓ og:description — Tobii is on a mission to improve the world with our eye tracking and attention computing technology that understands human attention and intent.
  • ✓ 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

81/100 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 healthcare sector, adelaideaccountant.com (ACRI: 86) 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 →
tobii.com
58
Your ACRI Score
86
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. adelaideaccountant.com has schema coverage of 4 blocks and uses Express. 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 24/100 — Low
Structured Elements 44 elements (44 lists, 0 rows, 0 headers)
Total Words2589
Raw Density1.7%
💡Low structure score (24/100). Your content appears as a wall of text with few structured HTML elements. You have 44 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 ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks5 blocks

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

64
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability64/100 — 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

24%
🗑️ 76%
Useful Content (75.4 KB)Bloat (236.3 KB)
Token Bloat Ratio4.1× — Lean

Multimodal Readiness

Visual Context67% Optimized for Vision
Image Alt Coverage49 / 73 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set

🔥 Structural Entropy Check Research

23 Entropy
Poor Token Bloat: High
Noise Ratio: 75.8% · SNR: 0.32 · Signal: 19311 / Noise: 60490 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 tobii.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
Tobii provides eye-tracking technology for research and development applications.
Target Audience
Researchers, developers, and product designers
Pricing Model
⚠ SEMANTIC VOID
🔗 Integration Partners
SEMANTIC VOIDSEMANTIC VOIDSEMANTIC VOIDSEMANTIC VOIDSEMANTIC VOIDSEMANTIC VOID
🛡️ Compliance Standards
SEMANTIC VOID
🏆 Competitive Moat
Advanced eye-tracking capabilities for data analysis and user experience research
📊 Content Depth
1/10
🔄 Programmatic SEO Signals
SEMANTIC VOIDSEMANTIC VOIDSEMANTIC VOIDSEMANTIC VOIDSEMANTIC VOIDSEMANTIC VOID
⚡ Key Pain Points
• SEMANTIC VOID
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

FrameworkNext.js
AI-Readiness Score70/100
Server
CDN
HTTP Status200
Load Time1302 ms
Raw HTML Size311.7 KB
Visible Text Size75.4 KB

Performance & Speed

47/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1302 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

1095
DOM nodes
312 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → s-maxage=1, stale-while-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

78/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.tobii.com/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

58
internal links
6
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 58/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for tobii.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/tobii.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=tobii.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 98 pages · Deep-10

Homepage ACRI
58
Single-page score
+1
Consistent readability
Δ delta
Site-Wide ACRI
59
Avg across 98 pages · Range 19–71
Topical Cohesion
9%
Topical Drift
TF-IDF cosine similarity
Total Words
103082
Avg Bloat
126.2×
Page Type ACRI Token Bloat Words Status
https://www.tobii.com/de/blog/online-shoppers-don-t-read-they-glance
Wie Eye Tracking den mobilen E-Commerce prägt - Tobii
blog 71 19.0× 2736
https://www.tobii.com/de/blog/elite-bundesliga-vars-how-do-they-make-decisions
Elite-VARs der Bundesliga - Wie treffen sie Entscheidungen? - Tobii
blog 71 19.2× 2411
https://www.tobii.com/de/blog/the-future-of-eye-tracking-in-workforce-development
Wie Eye Tracking die Zukunft der Personalentwicklung ist - Tobii
blog 66 30.1× 1572
https://www.tobii.com/de/blog/sports-performance-figuring-out-what-success-looks-like
Sportliche Leistung - Wie sieht Erfolg aus? - Tobii
blog 66 21.6× 2054
https://www.tobii.com/de/blog/the-science-behind-the-swing
Die Wissenschaft hinter dem Schwung: Eye Tracking steigert die Golfleistung - Tobii
blog 66 26.4× 1748
https://www.tobii.com/de/blog/measuring-cognitive-load-in-real-time
Wie Tobii und SOMAREALITY die Zukunft des Eye Tracking gestalten - Tobii
blog 66 31.3× 1461
https://www.tobii.com/de/blog/elevating-the-visual-skills-of-performance-drivers
Verbesserung der visuellen Fähigkeiten von Leistungsfahrern durch Eye Tracking - Tobii
blog 66 31.5× 1455
https://www.tobii.com/de/blog/the-power-of-eye-tracking-in-packaging-performance
Die Macht des Eye Tracking bei der Verpackungsleistung - Tobii
blog 66 33.2× 1266
https://www.tobii.com/de/blog/ai-actual-intelligence
AI: Tatsächliche Intelligenz! Vorhersagemodelle vs. Eye Tracking - Tobii
blog 66 20.3× 2313
https://www.tobii.com/de/blog/how-eye-tracking-reveals-minds-process
Wie Eye Tracking den Prozess des Geistes offenbart - Tobii
blog 66 31.2× 1306
https://www.tobii.com/de/blog/how-eye-tracking-helps-ads-connect-and-convert
Die Aufmerksamkeit freisetzen: Wie Eye Tracking den Kontakt und die Konvertierung von Anzeigen fördert - Tobii
blog 66 30.9× 1482
https://www.tobii.com/de/blog/the-limits-of-predictive-eye-tracking-in-shopper-marketing
Die Grenzen des prädiktiven Eye Tracking im Shopper Marketing - Tobii
blog 66 29.9× 1486
https://www.tobii.com/de/blog/synchronized-research-through-tobii-pro-glasses-3
Synchronisierte Forschung durch Tobii Pro Glasses 3 - Tobii
blog 66 27.0× 1834
https://www.tobii.com/de/blog/eye-tracking-and-brain-disorders
Wie Eye Tracking helfen kann, Hirnleistungsstörungen zu erkennen - Tobii
blog 66 32.6× 1352
https://www.tobii.com/de/blog/understanding-decision-making-in-sports-with-eye-tracking
Mit Eye Tracking die Entscheidungsfindung im Sport verstehen - Tobii
blog 66 31.1× 1322
https://www.tobii.com/de/blog/what-you-need-to-know-about-spatial-computing-and-eye-tracking
Erfahren Sie mehr über Spatial Computing und Eye Tracking - Tobii
blog 66 21.0× 2233
https://www.tobii.com/de/blog/5-reasons-tobii-dms-is-the-best-around
Tobii DMS: Die 5 besten Gründe, warum es das beste seiner Klasse ist - Tobii
blog 66 25.9× 1643
https://www.tobii.com/de/blog/the-top-5-commercial-vr-innovations-enabled-by-tobii-ocumen
Die 5 besten VR-Lösungen für den Handel mit Tobii Ocumen - Tobii
blog 66 21.4× 2214
https://www.tobii.com/de/blog/what-is-foveated-rendering
Was ist foveated rendering? - Tobii
blog 66 31.4× 1304
https://www.tobii.com/de/blog/eye-tracking-in-xr-the-2022-wrap-up-and-innovations-on-the-horizon
Eye Tracking in XR - Zusammenfassung von 2022 und was noch kommt - Tobii
blog 66 24.8× 1768
Showing 20 of 98 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
/de/ 88 63 1% 68.5× Bot Blocked
/products/ 1 57 1% 77.5× Bot Blocked
/docs/ 1 19 1% 527.9× Bot Blocked
/about/ 1 19 1% 527.9× Bot Blocked
/case-studies/ 1 19 1% 527.9× Bot Blocked
/faq/ 1 19 1% 527.9× Bot Blocked
/integrations/ 1 19 1% 527.9× Bot Blocked
/contact/ 1 47 1% 114.0× Bot Blocked
/blog/ 1 27 1% 2448.2× Bot Blocked
/features/ 1 19 1% 527.9× Bot Blocked
/pricing/ 1 19 1% 527.9× Bot Blocked
🔗
Outbound External Citations
0 unique external domains cited across 98 pages
linkedin.com ×98
youtube.com ×98
twitter.com ×98
instagram.com ×98
facebook.com ×98
developer.tobii.com ×91
gaming.tobii.com ×91
corporate.tobii.com ×91
🔄 Re-Crawl & Update 📡 Track this Domain

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🔌 API Access

Pull this data programmatically. All sub-page metrics are available via our public API.

curl https://seodiff.io/api/v1/deep10/domain/tobii.com

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

🔗 Similar healthcare Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
tobii.com (this site) 58 74 Next.js 4.1× 5
mountainside-medical.com 80 86 Next.js 3.3× 5 Compare →
gordonsdirect.com 80 89 Shopify 2.9× 4 Compare →
r-users.com 83 91 WordPress 4.1× 4 Compare →
aboutpharmacistjobs.com 82 91 WordPress 5.2× 4 Compare →
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Compare All 5 Similar Sites →

📊 Semantic Share of Voice

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

Projected Impact

ROI EST.

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

Current Score
74
Projected Score
84
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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