steelcase.com 61 C
🛡️ SEO 55 🤖 GEO 65 ⚡ Perf 56 🏗️ Arch 65

steelcase.com — Global SEODiff Score 61/100

steelcase.com
📊

Registering an exceptional 88/100 on the AI-Crawler Reality Index, steelcase.com sits in the highest tier of AI extractability among indexed domains. Compared to other finance sites (avg score: 57), steelcase.com 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. The bloated 42.6× token ratio highlights an urgent need to clean up non-content markup, scripts, and navigation clutter. Structured data coverage is solid at 2 blocks, covering core entities — expanding to include FAQ or Breadcrumb schemas could strengthen the profile further. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

61
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (55) is your bottleneck.
🎯 Top Fix: Reduce token bloat (43×) → +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 steelcase.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)65 × 0.40 = 26.0
⚡ Performance (20% weight)56 × 0.20 = 11.2
🏗️ Architecture & Trust (15% weight)65 × 0.15 = 9.8
Weighted sum = 13.8 + 26.0 + 11.2 + 9.8
Global SEODiff Score = 61 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
88
Structure
avg 36
44
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #34959
Aligned
Gap
AI (ACRI)
Top 1%
Score 88/100

steelcase.com has balanced Google and AI visibility — both rank roughly in the same tier. ACRI measures technical crawler readiness. Read the methodology →

Why steelcase.com ranks here

Tech stackWordPress
Industryfinance
RenderingSSR
Schema coverage2 blocks
Token bloat42.6×

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

55/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

72 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

147 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 2
  • ✓ <h2> not before <h1>

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — Steelcase - Office Furniture Solutions, Education & Healthcare Furniture
  • ✓ og:description — The leading manufacturer of furniture for offices, hospitals, and classrooms. Our furniture is inspired by innovative research in workspace design.
  • ✓ 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

65/100 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 finance sector, bbkonline.com (ACRI: 82) 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 →
steelcase.com
57
Your ACRI Score
82
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. bbkonline.com has schema coverage of 1 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 0%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 88/100 — Excellent
Structured Elements 94 elements (94 lists, 0 rows, 0 headers)
Total Words407
Raw Density23.1%

🏷️ Schema Health Docs

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

Schema Coverage Map

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

65
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability65/100 — AI models can partially extract answers from this page
Crawl CostHigh (80/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

2%
🗑️ 98%
Useful Content (5.0 KB)Bloat (209.7 KB)
Token Bloat Ratio42.6× — Bloated

Multimodal Readiness

Visual Context73% Optimized for Vision
Image Alt Coverage11 / 15 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 214.8 KB, but only 5.0 KB is text. 2% useful / 98% bloat. AI crawlers have limited context windows (e.g. 128k tokens). This level of bloat (42.6×) 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: 97.7% · SNR: 0.02 · Signal: 1291 / Noise: 53686 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 steelcase.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
Steelcase provides workplace experience solutions, optimizing spaces for productivity and well-being.
Target Audience
Business leaders, HR professionals, facility managers, and employees seeking optimal workspaces.
Pricing Model
Customized solutions with various contract lengths and service packages.
🏆 Competitive Moat
Holistic approach combining furniture, technology, and space planning expertise.
📊 Content Depth
5/10
Model: mlx-community/gemma-3-4b-it-qat-4bit · Analyzed: 2026-03-02 · Data extracted from the site’s main content via strict JSON prompting.

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Servernginx/1.26.1
CDN
HTTP Status200
Load Time1082 ms
Raw HTML Size214.8 KB
Visible Text Size5.0 KB

Performance & Speed

56/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1082 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

518
DOM nodes
215 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=261, 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

65/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

79
internal links
14
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-US
  • ✓ 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 57/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for steelcase.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/steelcase.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=steelcase.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 86 pages · Deep-10

Homepage ACRI
57
Single-page score
+2
Consistent readability
Δ delta
Site-Wide ACRI
59
Avg across 86 pages · Range 30–82
Topical Cohesion
7%
Topical Drift
TF-IDF cosine similarity
Total Words
112710
Avg Bloat
81.6×
Page Type ACRI Token Bloat Words Status
https://www.steelcase.com/research/articles/topics/collaboration/openofficetruth-ep2-transcript-theres-no-one-size-fits-open-plan/
There’s No One-Size-Fits-All Open Plan (Transcript) - Steelcase
pricing 82 9.6× 4888 💰 Pricing
https://www.steelcase.com/research/articles/topics/collaboration/openofficetruth-ep5-transcript-activating-collaboration-open-plan/
Activating Collaboration in the Open Plan (Transcript) - Steelcase
pricing 82 8.6× 5445 💰 Pricing
https://www.steelcase.com/research/articles/topics/collaboration/openofficetruth-ep1-transcript-open-office-truth-love-leave/
Open Office Truth: Love It or Leave It (Transcript) - Steelcase
pricing 82 8.9× 5203 💰 Pricing
https://www.steelcase.com/research/articles/innovation-as-a-recipe-for-engaging-talent-transcript/
Innovation as a Recipe for Engaging Talent (Transcript) - Steelcase
pricing 81 7.3× 5786 💰 Pricing
https://www.steelcase.com/research/articles/return-to-office-is-like-returning-from-deployment-transcript/
Return to Office Is Like Returning From Deployment (Transcript) - Steelcase
pricing 81 7.0× 6305 💰 Pricing
https://www.steelcase.com/research/articles/change-community-and-your-company-transcript/
Change Community and Your Company (Transcript) - Steelcase
pricing 81 7.4× 6025 💰 Pricing
https://www.steelcase.com/research/articles/groupiness-at-work-with-annie-murphy-paul-transcript/
Groupiness at Work with Annie Murphy Paul (Transcript) - Steelcase
pricing 81 7.9× 5157 💰 Pricing
https://www.steelcase.com/research/articles/neuroscience-of-community-with-david-rock-transcript/
Neuroscience of Community with David Rock (Transcript) - Steelcase
pricing 81 7.5× 5773 💰 Pricing
https://www.steelcase.com/research/articles/be-more-human-in-the-ai-age-with-kevin-roose-transcript/
Be More Human in the AI Age with Kevin Roose (Transcript) - Steelcase
pricing 81 7.5× 5464 💰 Pricing
https://www.steelcase.com/research/articles/topics/design/top-student-designers-envision-next-hybrid-office/
2022 NEXT Hybrid Office Design Competition Winners | Steelcase
pricing 69 19.4× 2792 💰 Pricing
https://www.steelcase.com/research/articles/topics/healthcare/philips-steelcase-team-telehealth/
Philips and Steelcase Team Up for Telehealth - Steelcase
pricing 68 19.1× 1955 💰 Pricing
https://www.steelcase.com/research/articles/topics/hybrid-work/manpowergroup-microsoft-steelcase-explore-workplace-pilots/
ManpowerGroup, Microsoft + Steelcase Explore Workplace Pilots - Steelcase
pricing 68 15.1× 2780 💰 Pricing
https://www.steelcase.com/research/articles/topics/learning/learn-better/
Learn Better - Steelcase
pricing 64 27.8× 1405 💰 Pricing
https://www.steelcase.com/research/articles/topics/people-planet/meet-our-first-carbon-neutral-product/
Meet Our First Carbon Neutral Product - Steelcase
pricing 63 30.3× 1276 💰 Pricing
https://www.steelcase.com/research/articles/topics/collaboration/prototyping-future-work-experience/
The Future of Hybrid Work & Office Design | Steelcase
pricing 63 27.6× 1432 💰 Pricing
https://www.steelcase.com/research/articles/topics/learning/grow-active-learning-leaders-guide/
Why & How to Grow Active Learning: A Leader’s Guide - Steelcase
pricing 63 26.2× 1414 💰 Pricing
https://www.steelcase.com/research/articles/topics/hybrid-work/earning-the-commute-in-new-york-city/
WorkLife New York: Creating A Workspace Worth Returning To - Steelcase
pricing 63 23.7× 1590 💰 Pricing
https://www.steelcase.com/research/articles/topics/people-planet/supporting-women-work/
Supporting Women at Work - Steelcase
pricing 63 25.1× 1421 💰 Pricing
https://www.steelcase.com/research/articles/topics/design/office-new-amenity/
The Importance of Office Amenities: Matt Rebbe Q&A - Steelcase
pricing 63 24.2× 1480 💰 Pricing
https://www.steelcase.com/research/articles/topics/people-planet/hack-the-pack/
Hack the Pack - Steelcase
pricing 63 26.7× 1348 💰 Pricing
Showing 20 of 86 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
/research/ 82 60 1% 61.6× Bot Blocked
/products/ 1 50 1% 128.1× Bot Blocked
/faq/ 1 40 1% 175.2× Bot Blocked
/about/ 1 30 1% 635.9× Bot Blocked
/blog/ 1 30 1% 1021.9× Bot Blocked
🔗
Outbound External Citations
0 unique external domains cited across 86 pages
orangebox.com ×86
twitter.com ×86
steelcasefoundation.org ×86
designtex.com ×86
coalesse.com ×86
youtube.com ×86
instagram.com ×86
smithsystem.com ×86
🔄 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/steelcase.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 steelcase.com. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
steelcase.com (this site) 57 88 WordPress 42.6× 2
coursesonline.co.uk 79 90 WordPress 11.4× 2 Compare →
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📊 Semantic Share of Voice

How often would an AI cite steelcase.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 steelcase.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": "Steelcase",
  "url": "https://steelcase.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://steelcase.com/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 2% 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 Steelcase?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Steelcase does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Steelcase work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Steelcase."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
88
Projected Score
100
Improvement
+12 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