thermwood.com 71 B
🛡️ SEO 52 🤖 GEO 88 ⚡ Perf 62 🏗️ Arch 70

thermwood.com — Global SEODiff Score 71/100

thermwood.com
📊

With an ACRI of 93/100, thermwood.com stands out as one of the highest-performing sites in AI search visibility, outranking 99% of its peers. Compared to other infrastructure sites (avg score: 57), thermwood.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. A tight 4.3× token bloat ratio reflects disciplined markup: minimal noise between the crawler and the content it needs. The presence of 8 structured data blocks ensures search engines and AI agents can accurately classify and extract entities from the page. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

71
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (52) is your bottleneck.
🎯 Top Fix: Fix title tag length → +3 pts
🔬 Automated SEODiff Assessment · Snapshot: Feb 25, 2026 · 📋 API
Does your site score higher than thermwood.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)52 × 0.25 = 13.0
🤖 AI Readiness / GEO (40% weight)88 × 0.40 = 35.2
⚡ Performance (20% weight)62 × 0.20 = 12.4
🏗️ Architecture & Trust (15% weight)70 × 0.15 = 10.5
Weighted sum = 13.0 + 35.2 + 12.4 + 10.5
Global SEODiff Score = 71 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
97
Rendering
avg 93
87
Structure
avg 35
96
Schema
avg 10
70
Tech Stack
avg 64
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 49%
Rank #485961
-47 pts
Gap
AI (ACRI)
Top 1%
Score 93/100

thermwood.com ranks much higher on Google (Tranco Top 49%) than in AI search (Top 1%). This is the 'Invisible Giant' pattern — implement the patches above to close the AI gap. ACRI measures technical crawler readiness. Read the methodology →

Why thermwood.com ranks here

Tech stackHubSpot CMS
RenderingHybrid
Schema coverage8 blocks
Token bloat4.3×

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

52/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

114 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

248 chars
Too long

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 9
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✗ Canonical tag present
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → en
  • ✗ Hreflang tags
  • ✓ 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

88/100 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 →
thermwood.com
77
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 10%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 87/100 — Excellent
Structured Elements 170 elements (170 lists, 0 rows, 0 headers)
Total Words752
Raw Density22.6%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ✅ Present
Total Schema Blocks8 blocks

Schema Coverage Map

3/7 schema types detected
✅ Organization
✅ Product/Service
❌ Breadcrumb
❌ FAQ
❌ Article
❌ WebSite
💡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

94
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability94/100 — AI models can easily 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

23%
🗑️ 77%
Useful Content (16.6 KB)Bloat (55.3 KB)
Token Bloat Ratio4.3× — Lean

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage12 / 12 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

17 Entropy
Poor Token Bloat: High
Noise Ratio: 76.9% · SNR: 0.30 · Signal: 4257 / Noise: 14158 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/Qwen2.5-7B-Instruct-4bit) analyzed the extracted content of thermwood.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
American Made CNC Routers & Additive Systems
Target Audience
Woodworking, Plastics, Aerospace, Manufacturing Industries
Pricing Model
Not specified
Model: mlx-community/Qwen2.5-7B-Instruct-4bit · Analyzed: 2026-02-26 · Data extracted from the site’s main content via strict JSON prompting.

🔧 Tech Stack

FrameworkHubSpot CMS
AI-Readiness Score70/100
ServerMicrosoft-IIS/10.0
CDN
HTTP Status200
Load Time1092 ms
Raw HTML Size71.9 KB
Visible Text Size16.6 KB

Performance & Speed

62/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1092 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

748
DOM nodes
72 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✗ Cache-Control header
  • ✗ CDN cache status
  • ✗ CDN detected

🔬 Tracker Tax

4
tracker scripts
2
third-party domains
0.0%
token overhead
Moderate trackers — consider lazy-loading non-essential scripts
googletagmanager.comjs.hs-scripts.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

70/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

128
internal links
18
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 77/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

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

Homepage ACRI
77
Single-page score
0
Consistent readability
Δ delta
Site-Wide ACRI
77
Avg across 10 pages · Range 77–77
Total Words
7370
Avg Bloat
20.0×
Ext. Citations
13
Page Type ACRI Token Bloat Words Status
https://thermwood.com/pricing
American Made CNC Routers for Wood, Plastics, Aerospace and Large Scale Additive Manufacturing Systems | Thermwood
pricing 77 20.0× 737
https://thermwood.com/about
American Made CNC Routers for Wood, Plastics, Aerospace and Large Scale Additive Manufacturing Systems | Thermwood
about 77 20.0× 737
https://thermwood.com/products
American Made CNC Routers for Wood, Plastics, Aerospace and Large Scale Additive Manufacturing Systems | Thermwood
product 77 20.0× 737
https://thermwood.com/features
American Made CNC Routers for Wood, Plastics, Aerospace and Large Scale Additive Manufacturing Systems | Thermwood
product 77 20.0× 737
https://thermwood.com/docs
American Made CNC Routers for Wood, Plastics, Aerospace and Large Scale Additive Manufacturing Systems | Thermwood
docs 77 20.0× 737
https://thermwood.com/blog
American Made CNC Routers for Wood, Plastics, Aerospace and Large Scale Additive Manufacturing Systems | Thermwood
blog 77 20.0× 737
https://thermwood.com/case-studies
American Made CNC Routers for Wood, Plastics, Aerospace and Large Scale Additive Manufacturing Systems | Thermwood
social-proof 77 20.0× 737
https://thermwood.com/faq
American Made CNC Routers for Wood, Plastics, Aerospace and Large Scale Additive Manufacturing Systems | Thermwood
support 77 20.0× 737
https://thermwood.com/contact
American Made CNC Routers for Wood, Plastics, Aerospace and Large Scale Additive Manufacturing Systems | Thermwood
support 77 20.0× 737
https://thermwood.com/integrations
American Made CNC Routers for Wood, Plastics, Aerospace and Large Scale Additive Manufacturing Systems | Thermwood
integrations 77 20.0× 737
🔗
Outbound External Citations
13 unique external domains cited across 10 pages
usfcr.com ×10
instagram.com ×10
thermwoodwebstore.com ×10
bbb.org ×10
email.thermwood.com ×10
blog.thermwood.com ×10
youtube.com ×10
x.com ×10
🔄 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/thermwood.com

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

🔗 Similar infrastructure Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
thermwood.com (this site) 77 93 HubSpot CMS 4.3× 8
mobilexpense.com 68 79 HubSpot CMS 5.1× 8 Compare →
sedkanovias.es 72 80 HubSpot CMS 4.1× 5 Compare →
premiotravel.bg 76 80 HubSpot CMS 3.5× 4 Compare →
pkt.pl 81 88 HubSpot CMS 6.2× 5 Compare →
goengineer.com 74 79 HubSpot CMS 3.5× 4 Compare →
Compare All 5 Similar Sites →
🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to thermwood.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": "Thermwood",
  "url": "https://thermwood.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://thermwood.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 Thermwood?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Thermwood does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Thermwood work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Thermwood."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
93
Projected Score
100
Improvement
+7 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