What is etq.com's AI readiness score?

etq.com scores 82/100 on SEODiff's AI-Readiness Index, placing it in the Strong range. The ACRI (AI-Crawler Reality Index) score is 56/100 (Grade C).

What tech stack does etq.com use?

etq.com uses Nuxt.js as its primary framework with a 5% ghost ratio (SSR rendering).

Is etq.com visible to AI crawlers like ChatGPT?

GPTBot access: Allowed. ClaudeBot access: Allowed. etq.com has 2 structured data blocks and a token bloat ratio of 56.0x.

etq.com SEO & AI Readiness Score: 66/100 (C) — Full Technical Audit

📊

etq.com shows strong AI visibility with an ACRI of 82/100, outperforming 96% of indexed domains. Compared to other government sites (avg score: 57), etq.com performs above the benchmark, suggesting strong competitive positioning in AI search. Server-side rendering keeps the ghost ratio near zero, giving AI systems direct access to all visible content. A 50.0× token bloat ratio means crawlers must process significantly more tokens to reach the actual content — a drag on extraction efficiency. Structured data coverage is solid at 2 blocks, covering core entities — expanding to include FAQ or Breadcrumb schemas could strengthen the profile further. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

C — Global SEODiff Score

Comprehensive search visibility assessment

Strong foundations, but Performance (47) is your bottleneck.

🎯 Top Fix: Reduce token bloat (56×) → +5–10 pts

🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API

📈 ACRI Trend 5 snapshots

Feb 23 Mar 11

🔔 Recent AI Indexing Activity

No recent changes detected by adaptive crawler.

Does your site score higher than etq.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)84 × 0.25 = 21.0

🤖 AI Readiness / GEO (40% weight)65 × 0.40 = 26.0

⚡ Performance (20% weight)47 × 0.20 = 9.4

🏗️ Architecture & Trust (15% weight)66 × 0.15 = 9.9

Weighted sum = 21.0 + 26.0 + 9.4 + 9.9

Global SEODiff Score = 66 (C)

📊 ACRI Sub-Scores (AI Readiness Detail)

100

Bot Access

avg 92

Rendering

avg 93

Structure

avg 35

Schema

avg 9

Tech Stack

avg 63

🔀

Visibility Delta: Google vs AI

Google (Tranco)

Top 9%

Rank #86508

Aligned

Gap

AI (ACRI)

Top 4%

Score 82/100

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

Why etq.com ranks here

Tech stackNuxt.js

Industrygovernment

RenderingSSR

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…

Overview 🛡️ SEO 🤖 GEO ⚡ Perf 🏗️ Arch Remediation Export

See other Nuxt.js sites → government industry → Full leaderboard → Domain A–Z →

🛡️

Traditional SEO

84/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

24 chars

Too short

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 1
✓ Has <h2> headings — found 25
✓ <h2> not before <h1>

🔍 Indexability

✓ Canonical tag present → https://www.octave.com/products/asset-performance-management/reliance
✓ No noindex directive
✓ Meta viewport set
✓ HTML lang attribute → en-US
✅ Hreflang tags
✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

✓ og:title — Octave Reliance
✓ og:description — Reliance eQMS Software from Octave streamlines document control, audit management, and compliance while driving smarter, faster quality improvement.
✓ 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 government sector, gep.com (ACRI: 83) 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 →

etq.com

Your ACRI Score

→

gep.com

Industry Peer ACRI

AI models prioritize pages with strong semantic structure and schema coverage. gep.com has schema coverage of 3 blocks and uses Drupal. 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 33/100 — Low

Structured Elements 38 elements (38 lists, 0 rows, 0 headers)

Total Words1153

Raw Density3.3%

💡Low structure score (33/100). Your content appears as a wall of text with few structured HTML elements. You have 38 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 ✅ Present

Total Schema Blocks2 block(s) — Basic (low value for AI)

Schema Coverage Map

5/7 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.

📐 AI Efficiency Metrics Docs

AI Extractability

High

Crawl Cost

None

Blocklist Risk

Extractability57/100 — 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

🗑️ 99%

Useful Content (8.1 KB)Bloat (444.8 KB)

Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context38% Optimized for Vision

Image Alt Coverage6 / 16 images have alt text

TDM Rights

TDM-Reservation HeaderNot set

X-Robots-Tag: noaiNot set

💡Your HTML is 452.9 KB, but only 8.1 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.

💡Only 38% 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: 98.2% · SNR: 0.02 · Signal: 2070 / Noise: 113867 tokens

Run Full Entropy Audit →

🔬 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 etq.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

ETQ provides EHS, compliance, and quality management software to help organizations manage risk and protect lives, leveraging AI, analytics, and connected worker technologies.

Target Audience

Manufacturers, quality professionals, EHS managers, and organizations seeking to streamline quality processes globally.

Pricing Model

⚠ SEMANTIC VOID

🔗 Integration Partners

LinkedInGoGuardian

🏆 Competitive Moat

AI-powered sprint planning with real-time resource optimization and a deep understanding of quality management processes.

📊 Content Depth

7/10

🔄 Programmatic SEO Signals

Integration directory pagesTemplate comparison pages

⚡ Key Pain Points

• Lack of structured FAQ schema

• Thin landing pages for features

Analyzed by SEODiff AI · 2026-03-04

🔧 Tech Stack

FrameworkNuxt.js

AI-Readiness Score80/100

Servercloudflare

CDNcloudflare

HTTP Status200

Load Time1018 ms

Raw HTML Size452.9 KB

Visible Text Size8.1 KB

⚡

Performance & Speed

47/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1018 ms

Slow — bots may time out or deprioritise

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

📦 Page Weight

812
DOM nodes

453 KB
HTML payload

Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

✓ Cache-Control header → s-maxage=3600, stale-while-revalidate
✓ CDN cache status → DYNAMIC
✓ CDN detected → cloudflare

🔬 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

66/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

27
internal links

7
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 56/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

Pending Audit — score below 80 threshold

<a href="https://seodiff.io/radar/domains/etq.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=etq.com" alt="AI-Verified by SEODiff" width="280" height="52"></a>

[![AI-Verified by SEODiff](https://seodiff.io/api/v1/badge?domain=etq.com)](https://seodiff.io/radar/domains/etq.com)

💡 Paste in your site footer, GitHub README, or email signature. Badge updates automatically as your score changes.

� Deep Crawl Analysis 47 pages · Deep-10

Homepage ACRI

Single-page score

Consistent readability

Δ delta

Site-Wide ACRI

Avg across 47 pages · Range 0–72

Topical Cohesion

Topical Drift

TF-IDF cosine similarity

Total Words

41658

Avg Bloat

89.8×

RAG Fractures [?]

⚠️

41 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 41 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.etq.com/blog/the-importance-of-supplier-quality-visibility-in-the-ev-market/ The Importance of Supplier Quality Visibility in the Rapidly Expanding EV Market - ETQ	pricing	72	34.9×	1231	⚠️ RAG Fracture
https://www.etq.com/blog/fda-cleared-vs-fda-approved-why-the-510k-system-is-broken/ FDA: Cleared vs. Approved Medical Devices - ETQ	pricing	72	28.2×	1550	⚠️ RAG Fracture
https://www.etq.com/blog/iso-13485-basics-for-medical-device-quality-management-systems-qms/ The Basics of ISO 13485 for Medical Device QMS \| ETQ	pricing	72	51.1×	835	⚠️ RAG Fracture
https://www.etq.com/blog/why-a-healthy-lifestyle-relies-on-effective-supply-chain-management/ Why Healthy Lifestyles Rely On Supply Chain Management - ETQ	pricing	72	19.2×	2351	⚠️ RAG Fracture
https://www.etq.com/blog/disruption-powers-digital-supply-chain-investments/ Disruption Powers Digital Supply Chain Investments - ETQ	pricing	72	35.8×	1205	⚠️ RAG Fracture
https://www.etq.com/blog/improving-your-supply-chain-management-with-quality-management-software/ Improving Your Supply Chain Management with Quality Management Software - ETQ	pricing	67	52.1×	819	⚠️ RAG Fracture
https://www.etq.com/blog/how-a-culture-of-quality-enables-business-excellence/ How a Culture of Quality Enables Business Excellence - Guest Post, Tim King of Quality Matters LLC - ETQ	pricing	67	25.3×	1714	⚠️ RAG Fracture
https://www.etq.com/blog/https-www-etq-com-etq-blog-navigating-regulatory-changes-with-a-quality-management-solution/ Navigating Regulatory Changes with a Quality Management Solution - ETQ	pricing	67	52.9×	804	⚠️ RAG Fracture
https://www.etq.com/blog/importance-of-achieving-decision-velocity/ Unlocking Decision Velocity: Insights from ETQ CEO Vick Vaishnavi	pricing	67	38.7×	1096	⚠️ RAG Fracture
https://www.etq.com/blog/lab-safety-how-qms-software-can-prevent-costly-mistakes/ QMS Software Can Prevent Costly Mistakes in Labs \| ETQ	pricing	67	28.6×	1503	⚠️ RAG Fracture
https://www.etq.com/blog/food-safety-foreign-materials-continue-to-impact-product-quality/ Food Safety: Foreign Materials Continue To Impact Product Quality	pricing	67	33.1×	1304	⚠️ RAG Fracture
https://www.etq.com/blog/stronger-supplier-quality-in-a-seriously-disrupted-world/ Stronger Supplier Quality in a Seriously Disrupted World - ETQ	pricing	67	33.9×	1277	⚠️ RAG Fracture
https://www.etq.com/blog/product-recall-report-q2-2020/ Stericycle Recall Index: The Pandemic Impact \| ETQ	pricing	67	26.4×	1634	⚠️ RAG Fracture
https://www.etq.com/blog/quality-management-software-integration-challenges/ Overcoming Quality Management Software Integration Challenges - ETQ	pricing	67	42.1×	1017	⚠️ RAG Fracture
https://www.etq.com/blog/https-www-etq-com-etq-blog-how-a-quality-management-system-drives-informed-decision-making/ How a Quality Management System Drives Informed Decision-Making - ETQ	pricing	67	53.3×	801	⚠️ RAG Fracture
https://www.etq.com/blog/cyber-risk-must-be-a-collective-responsibility-digital-supply-chain/ Report: Network Security is a must in The Digital Supply Chain - ETQ	pricing	67	26.5×	1634	⚠️ RAG Fracture
https://www.etq.com/blog/quality-4-0-solving-data-management-issues-using-a-data-hub-approach/ Quality 4.0: Solving Data Management Issues Using a Data Hub Approach - ETQ	pricing	67	32.8×	1324	⚠️ RAG Fracture
https://www.etq.com/blog/4-ways-to-leverage-data-for-operational-excellence/ 4 Ways to Leverage Data for Operational Excellence - ETQ	pricing	67	51.5×	820	⚠️ RAG Fracture
https://www.etq.com/blog/report-52-of-childrens-product-recalls-are-not-on-social-media/ Study: 52% of Children's Product Recalls Aren't On Social - ETQ	pricing	67	25.8×	1675	⚠️ RAG Fracture
https://www.etq.com/blog/executive-spotlight-david-isaacson-shares-insightson-why-its-important-for-quality-to-have-a-seat-at-the-table/ Executive Spotlight: David Isaacson shares insightson why it’s important for quality to have a seat at the table. - ETQ	pricing	67	43.5×	975	⚠️ RAG Fracture

Showing 20 of 47 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/	37	66	0%	84.9×	High JS Bloat
/pricing/	2	44	0%	305.9×	High JS Bloat
/contact/	1	44	0%	426.0×	High JS Bloat
/features/	1	0	0%	0.0×	Low AI Readiness
/faq/	1	0	0%	0.0×	Low AI Readiness
/about/	1	67	0%	38.3×	High JS Bloat
/case-studies/	1	0	0%	0.0×	Low AI Readiness
/products/	1	0	0%	0.0×	Low AI Readiness
/docs/	1	0	0%	0.0×	Low AI Readiness
/integrations/	1	0	0%	0.0×	Low AI Readiness

🔗

Outbound External Citations

0 unique external domains cited across 47 pages

hexagon.com ×41

blog.etq.com ×41

etq.my.site.com ×41

facebook.com ×37

twitter.com ×37

linkedin.com ×37

fda.gov ×5

usatoday.com ×4

🔄 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/etq.com

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

🔗 Similar government Sites

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

Domain	ACRI	AI Score	Tech Stack	Token Bloat	Schema
etq.com (this site)	56	82	Nuxt.js	56.0×	2	—
qualitestgroup.com	78	88	WordPress	3.5×	2	Compare →
elkay.com	79	87	Adobe Experience Manager	4.8×	2	Compare →
nascoeducation.com	79	86	Express	3.9×	2	Compare →
enasco.com	79	86	Express	3.9×	2	Compare →
enva.com	80	84	Custom / Proprietary	1.4×	2	Compare →

Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite etq.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 etq.com. Copy and paste these into your codebase to improve AI visibility. These patches are mathematically proven to increase extraction accuracy →

Reduce Token Bloat

Medium Impact ⏱ 1–2 hrs

Only 1% 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>

📈

Projected Impact

ROI EST.

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

Current Score

Projected Score

Improvement

+5 pts

Reduce token bloat +5 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).

📄 Generate llms.txt 📊 Export JSON Data 📸 Download Visual

All data is generated automatically and updated with each crawl. JSON exports contain scores and metadata only (no copyrighted content).

Is this your company?

Monitor your AI visibility score weekly and get alerted when changes happen.

Start Free →

🧭 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

Orphans & Hubs

Deep Audit sections

Content Quality

Thin/duplicate tracking

Open My Site report → Open Self-Diffing incidents → Open History timeline →

🕒 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

Why etq.com ranks here

Fastest improvements

JavaScript Rendering Check

Traditional SEO

📝 Title Tag

📋 Meta Description

🔤 Heading Hierarchy

🔍 Indexability

🌐 Social / OpenGraph

AI Readiness / GEO

Citation Alternatives

Hallucination Risk

Hallucination Risk Assessment

🤖 Bot Access Matrix

👻 Rendering (Ghost Ratio) Docs

📊 Structure & Information Density Docs

🏷️ Schema Health Docs

Schema Coverage Map

📐 AI Efficiency Metrics Docs

Token Bloat Research

Multimodal Readiness

TDM Rights

🔥 Structural Entropy Check Research

🔬 AI-Crawler Simulation

📐 Semantic Structure

🧩 Content Chunks

🤖 What Each Bot Sees

AI Answer Preview

The LLM Interpretation

🔧 Tech Stack

Performance & Speed

⏱️ Time to First Byte

📦 Page Weight

🗄️ Cache & CDN

🔬 Tracker Tax

Architecture & Trust

🗺️ Sitemap & Robots

🔗 Linking

🔒 Security & Trust

♿ Accessibility Signals

🏅 AI-Verified Trust Badge

� Deep Crawl Analysis 47 pages · Deep-10

🔌 API Access

🔗 Similar government Sites

📊 Semantic Share of Voice

Remediation Patches

Projected Impact

📧 Get your full report data

📋 Data Export

Is this your company?

🧭 Self-Diffing (Private Layer)

🕒 History

📚 Research & Documentation