lucidworks.com 75 B
🛡️ SEO 58 🤖 GEO 81 ⚡ Perf 68 🏗️ Arch 98

lucidworks.com — Global SEODiff Score 75/100

lucidworks.com
📊

lucidworks.com achieves a 73/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. Compared to other infrastructure sites (avg score: 57), lucidworks.com performs above the benchmark, suggesting strong competitive positioning in AI search. The low ghost ratio (0%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. With a 4.6× bloat ratio, the page delivers its content without excessive boilerplate, giving AI systems a clean extraction path. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. All major AI bot user-agents (GPTBot, ClaudeBot, CCBot, Google-Extended) are permitted by robots.txt, ensuring broad AI crawler access.

75
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (58) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Feb 27, 2026 · 📋 API
📈 ACRI Trend 18 snapshots
Feb 22 Feb 27
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than lucidworks.com?
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)58 × 0.25 = 14.5
🤖 AI Readiness / GEO (40% weight)81 × 0.40 = 32.4
⚡ Performance (20% weight)68 × 0.20 = 13.6
🏗️ Architecture & Trust (15% weight)98 × 0.15 = 14.7
Weighted sum = 14.5 + 32.4 + 13.6 + 14.7
Global SEODiff Score = 75 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
46
Structure
avg 36
2
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 6%
Rank #60803
+18 pts
Gap
AI (ACRI)
Top 24%
Score 73/100

lucidworks.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 lucidworks.com ranks here

Tech stackWordPress
RenderingSSR
Schema coverage1 blocks
Token bloat4.6×

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

58/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

59 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

145 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

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

🔍 Indexability

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

🌐 Social / OpenGraph

  • ✓ og:title — AI-Powered Enterprise Search Insights Platform | Lucidworks
  • ✓ og:description — Unlock the power of AI-Powered Enterprise Search to transform data into actionable insights, boost conversions, and enhance customer experiences.
  • ✓ 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 infrastructure sector, plodopitomnik-sad.ru (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 →
lucidworks.com
60
Your ACRI Score
90
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. plodopitomnik-sad.ru has schema coverage of 12 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 0%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 46/100 — Fair
Structured Elements 112 elements (112 lists, 0 rows, 0 headers)
Total Words1743
Raw Density6.4%

🏷️ Schema Health Docs

Organization Schema ❌ Missing
Product / Service Schema ⚠️ Not Found
Total Schema Blocks1 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

59
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability59/100 — AI models can partially extract answers from this page
Crawl CostMedium (60/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

21%
🗑️ 79%
Useful Content (48.5 KB)Bloat (174.5 KB)
Token Bloat Ratio4.6× — Lean

Multimodal Readiness

Visual Context90% Optimized for Vision
Image Alt Coverage27 / 30 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

10 Entropy
Poor Token Bloat: High
Noise Ratio: 78.3% · SNR: 0.28 · Signal: 12411 / Noise: 44664 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 lucidworks.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
Lucidworks offers an AI-powered enterprise search and discovery platform that transforms data into meaningful experiences in real-time, enabling businesses to
Target Audience
Agencies, B2B and B2C companies, search and digital experience teams, data analysts, product teams, and business users.
Pricing Model
Multiple deployment options (SaaS, Self-Hosted, Hybrid-SaaS) with tiered access to features and expert services, pricing details not explicitly stated.
🔗 Integration Partners
SlackGitHubJira
🏆 Competitive Moat
AI-powered search with no-code deployment and a comprehensive platform offering, reducing development time and risk.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Integration directory pagesTemplate comparison pages
⚡ Key Pain Points
• No structured FAQ schema
• Thin landing pages for features
Analyzed by SEODiff AI · 2026-03-03

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time784 ms
Raw HTML Size223.0 KB
Visible Text Size48.5 KB

Performance & Speed

68/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

784 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

632
DOM nodes
223 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → no-cache
  • ✓ 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

98/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://lucidworks.com/sitemap_index.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

133
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-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 60/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for lucidworks.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/lucidworks.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=lucidworks.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 55 pages · Deep-10

Homepage ACRI
60
Single-page score
+4
Consistent readability
Δ delta
Site-Wide ACRI
64
Avg across 55 pages · Range 44–75
Topical Cohesion
25%
Topical Drift
TF-IDF cosine similarity
Total Words
60806
Avg Bloat
45.6×
RAG Fractures [?]
11
⚠️
11 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 11 pages will be split incorrectly during RAG chunking, causing AI models to hallucinate prices and features.

Page Type ACRI Token Bloat Words Status
https://lucidworks.com/de/blog/wie-ein-b2b-vertriebsriese-die-intelligente-suche-einsetzt-um-inflation-tarife-und-mehr-als-10-000-taegliche-suchanfragen-zu-bewaeltigen
Wie ein B2B-Vertriebsriese die intelligente Suche einsetzt, um Inflation, Tarife und mehr als 10.000 tägliche Suchanfragen zu bewältigen - Lucidworks
blog 75 13.9× 1435
https://lucidworks.com/blog/mcp-vs-acp-whats-the-difference-and-when-should-each-be-used
MCP vs ACP: Key Differences in AI Protocols | Lucidworks
pricing 67 30.8× 1504 ⚠️ RAG Fracture
https://lucidworks.com/de/blog/der-ki-realitaetscheck-2025-was-1-100-unternehmen-tatsaechlich-einsetzen-im-vergleich-zu-dem-was-sie-behaupten
Der KI-Realitätscheck 2025: Was 1.100+ Unternehmen tatsächlich einsetzen im Vergleich zu dem, was sie behaupten - Lucidworks
pricing 67 24.9× 1897 💰 Pricing
https://lucidworks.com/de/blog/b2b-fertigungsteile-suche-meistern-mehr-effizienz-in-der-lieferkette
B2B Manufacturing Parts Search: Verbessern Sie die Effizienz der Lieferkette mit KI
pricing 67 35.5× 1257 ⚠️ RAG Fracture
https://lucidworks.com/de/blog/geschaeftspotenzial-mit-b2b-suchloesungen-erschliessen
B2B-Suchlösungen: Ein vollständiger Leitfaden für Daten, Integration und Wachstum
pricing 67 35.1× 1239 ⚠️ RAG Fracture
https://lucidworks.com/de/blog/sie-haben-komplexe-produkte-es-ist-an-der-zeit-ihre-pdp-faq-mit-ki-zu-ueberdenken-2
Sie haben komplexe Produkte? Es ist an der Zeit, Ihre PDP-FAQ mit KI zu überdenken - Lucidworks
pricing 67 26.4× 1757 💰 Pricing
https://lucidworks.com/de/blog/geschaeftswachstum-mit-b2b-suchloesungen-erschliessen
B2B-Suchlösungen: Ein vollständiger Leitfaden für Daten, Integration und Wachstum
pricing 67 31.5× 1400 ⚠️ RAG Fracture
https://lucidworks.com/blog/a-complete-guide-to-data-integration-and-growth
B2B Search Solutions: A Complete Guide to Data, Integration, and Growth
pricing 67 33.2× 1370 ⚠️ RAG Fracture
https://lucidworks.com/de/blog/der-stand-der-generativen-ki-2025-3-fragen-um-ihre-bereitschaft-fuer-agenturische-ki-zu-verstehen
Der Stand der generativen KI 2025: 3 Fragen, um Ihre Bereitschaft für agenturische KI zu verstehen - Lucidworks
pricing 67 31.0× 1421 💰 Pricing
https://lucidworks.com/de/blog/psa-ki-agenten-beseitigen-katalog-reibung-im-b2b-handel
PSA: KI-Agenten beseitigen Katalog-Reibung im B2B-Handel - Lucidworks
blog 67 28.0× 1667
https://lucidworks.com/de/blog/wenn-ki-agenten-blind-fliegen-warum-ihre-agentenplattform-eine-praezise-suche-braucht
Wenn KI-Agenten blind fliegen: Warum Ihre Agentenplattform eine präzise Suche braucht - Lucidworks
pricing 67 26.8× 1686 💰 Pricing
https://lucidworks.com/de/blog/wie-agentenbasierte-ki-die-reaktionszeiten-um-50-verkuerzen-und-unternehmen-monatlich-15-000-stunden-einsparen-kann
Wie agentenbasierte KI die Reaktionszeiten um 50% verkürzen und Unternehmen monatlich 15.000 Stunden einsparen kann - Lucidworks
pricing 67 28.1× 1671 💰 Pricing
https://lucidworks.com/de/blog/individuelle-ki-agenten-erstellen-ohne-eine-einzige-zeile-code-zu-schreiben-ja-das-haben-wir-getan
Individuelle KI-Agenten erstellen, ohne eine einzige Zeile Code zu schreiben? Ja, das haben wir getan. - Lucidworks
pricing 67 23.7× 1942 💰 Pricing
https://lucidworks.com/blog/top-5-enterprise-search-mistakes-that-could-be-costing-you-millions-and-how-we-can-help
Top 5 Enterprise Search Mistakes That Could Be Costing You Millions (and How We Can Help) - Lucidworks
pricing 67 21.1× 2243 💰 Pricing
https://lucidworks.com/de/blog/einfuehrung-von-lucidworks-dynamic-index
Einführung von Lucidworks Dynamic Index - Lucidworks
pricing 67 27.7× 1631 ⚠️ RAG Fracture
https://lucidworks.com/blog/introducing-lucidworks-dynamic-index
Introducing Lucidworks Dynamic Index - Lucidworks
pricing 67 30.9× 1505 ⚠️ RAG Fracture
https://lucidworks.com/de/blog/vom-suchunternehmen-zum-praktischen-ki-pionier-unsere-vision-fuer-2025-und-darueber-hinaus
Vom Suchunternehmen zum praktischen KI-Pionier: Unsere Vision für 2025 und darüber hinaus - Lucidworks
pricing 67 28.3× 1600 💰 Pricing
https://lucidworks.com/blog/mastering-b2b-manufacturing-parts-search-enhancing-supply-chain-efficiency
B2B Manufacturing Parts Search: Improve Supply Chain Efficiency with AI
pricing 67 37.0× 1215 ⚠️ RAG Fracture
https://lucidworks.com/de/blog/mcp-vs-acp-was-ist-der-unterschied-und-wann-sollten-beide-verwendet-werden
MCP vs ACP: Hauptunterschiede bei KI-Protokollen | Lucidworks
pricing 67 29.1× 1587 ⚠️ RAG Fracture
https://lucidworks.com/pricing
AI-Powered Enterprise Search Insights Platform | Lucidworks
pricing 64 54.6× 828
Showing 20 of 55 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/ 26 66 0% 36.3× High JS Bloat
/blog/ 20 64 0% 51.1× High JS Bloat
/pricing/ 1 64 0% 54.6× High JS Bloat
/about/ 1 64 0% 54.6× High JS Bloat
/integrations/ 1 64 0% 54.6× High JS Bloat
/contact/ 1 44 0% 109.7× High JS Bloat
/features/ 1 64 0% 54.6× High JS Bloat
/docs/ 1 64 0% 54.6× High JS Bloat
/faq/ 1 64 0% 54.6× High JS Bloat
/case-studies/ 1 57 0% 49.2× High JS Bloat
/products/ 1 64 0% 54.6× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 55 pages
x.com ×55
support.lucidworks.com ×55
doc.lucidworks.com ×55
github.com ×55
instagram.com ×55
youtube.com ×55
academy.lucidworks.com ×55
facebook.com ×55
🔄 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/lucidworks.com

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

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📊 Semantic Share of Voice

How often would an AI cite lucidworks.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 lucidworks.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": "Lucidworks",
  "url": "https://lucidworks.com",
  "logo": "https://cdn-ilebnfm.nitrocdn.com/JOBcvLDgnaYPyzfjuZHybtXQppxDGHkX/assets/images/optimized/rev-88ac0fb/lucidworks.com/wp-content/uploads/2025/12/favicon-96.png",
  "sameAs": []
}
</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 Lucidworks?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Lucidworks does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Lucidworks work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Lucidworks."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
73
Projected Score
85
Improvement
+12 pts
Add Organization schema +6 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