lazard.com 62 C
🛡️ SEO 45 🤖 GEO 81 ⚡ Perf 49 🏗️ Arch 59

lazard.com — Global SEODiff Score 62/100

lazard.com
📊

At 77/100, the ACRI for lazard.com indicates strong fundamentals in AI extractability, surpassing the majority of indexed sites. Within the infrastructure vertical, this places lazard.com above the industry average of 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. A tight 3.0× token bloat ratio reflects disciplined markup: minimal noise between the crawler and the content it needs. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

62
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (45) is your bottleneck.
🎯 Top Fix: Fix title tag length → +3 pts
🔬 Automated SEODiff Assessment · Snapshot: Feb 28, 2026 · 📋 API
Does your site score higher than lazard.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)45 × 0.25 = 11.2
🤖 AI Readiness / GEO (40% weight)81 × 0.40 = 32.4
⚡ Performance (20% weight)49 × 0.20 = 9.8
🏗️ Architecture & Trust (15% weight)59 × 0.15 = 8.8
Weighted sum = 11.2 + 32.4 + 9.8 + 8.8
Global SEODiff Score = 62 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
54
Structure
avg 36
42
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 7%
Rank #71524
+7 pts
Gap
AI (ACRI)
Top 14%
Score 77/100

lazard.com shows stronger AI visibility than traditional SEO ranking. Great AI foundation to build on. ACRI measures technical crawler readiness. Read the methodology →

Why lazard.com ranks here

Tech stackCustom / Proprietary
RenderingSSR
Schema coverage1 blocks
Token bloat3.0×

Fastest improvements

  • You’re already in decent shape — the next moat is monitoring drift over time.
  • 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

45/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

85 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

113 chars
Too short

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 13
  • ✗ <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 — A Global Firm Built Over Generations on a Foundation of Client Service
  • ✓ og:description — A Global Firm Built Over Generations on a Foundation of Client Service
  • ✓ 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 →
lazard.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 5%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type SSR

📊 Structure & Information Density Docs

Structure Grade 54/100 — Fair
Structured Elements 69 elements (69 lists, 0 rows, 0 headers)
Total Words774
Raw Density8.9%

🏷️ Schema Health Docs

Organization Schema ✅ Present
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
💡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

71
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability71/100 — 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

33%
🗑️ 67%
Useful Content (28.7 KB)Bloat (58.2 KB)
Token Bloat Ratio3.0× — Lean

Multimodal Readiness

Visual Context33% Optimized for Vision
Image Alt Coverage4 / 12 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 33% of images have alt text. Add descriptive alt attributes so multimodal AI (ChatGPT Vision) can understand your images.

🔥 Structural Entropy Check Research

50 Entropy
Fair Token Bloat: Medium
Noise Ratio: 67.0% · SNR: 0.49 · Signal: 7338 / Noise: 14908 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 lazard.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
Lazard is a global financial advisory and asset management firm with a history spanning over 150 years, providing services to
Target Audience
Corporations, governments, and financial institutions seeking strategic financial advice and investment management services.
Pricing Model
Variable; typically project-based fees and performance-based fees for asset management.
🔗 Integration Partners
Banque de FranceCity banks (UK)Major U.S. banks
🛡️ Compliance Standards
SOC 2
🏆 Competitive Moat
Deep historical expertise, a global network of relationships, and a culture of independent thinking and client-focused service.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Template comparison pagesIntegration directory pages
⚡ Key Pain Points
• Thin landing pages for features
Analyzed by SEODiff AI · 2026-03-04

🔧 Tech Stack

AI-Readiness Score50/100
Server
CDN
HTTP Status200
Load Time6165 ms
Raw HTML Size86.9 KB
Visible Text Size28.7 KB

Performance & Speed

49/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

6165 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

703
DOM nodes
87 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

  • ✗ Cache-Control header
  • ✗ 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

59/100 15 % of Global Score 🟡 Medium Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

63
internal links
15
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 60/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for lazard.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/lazard.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=lazard.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 51 pages · Deep-10

Homepage ACRI
60
Single-page score
-15
Moderate hidden bloat
Δ delta
Site-Wide ACRI
45
Avg across 51 pages · Range 26–77
🔍
Hidden Bloat Detected

Homepage scores 60, but internal pages average only 45 — a -15-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
12%
Topical Drift
TF-IDF cosine similarity
Total Words
17157
Avg Bloat
84.9×
Page Type ACRI Token Bloat Words Status
https://lazard.com/about-lazard/history/
History | Lazard
pricing 77 9.3× 1876 💰 Pricing
https://lazard.com/careers/inclusion/
Inclusion at Lazard | Lazard
careers 67 16.2× 1188
https://lazard.com/careers/inside-lazard/lazard-unveils-new-art-intervention-atop-paris-office/
Lazard Unveils New Art "Intervention" Atop Paris Office | Lazard
careers 59 30.1× 544
https://lazard.com/about-lazard/
About Lazard | Mission, Locations, History and More | Lazard
about 59 21.9× 823
https://lazard.com/about-lazard/locations/belgium/
Belgium | Lazard
about 59 27.4× 559
https://lazard.com/about-lazard/locations/france/actualites/lazard-freres-accueille-les-nuages-colores-de-daniel-buren-sur-la-verriere-de-ses-bureaux-parisiens/
Lazard Frères accueille les Nuages Colorés de Daniel Buren sur la verrière de ses bureaux parisiens | Lazard | Lazard
about 59 23.2× 717
https://lazard.com/about-lazard/locations/france/actualites/lazard-freres-renouvelle-son-partenariat-avec-lascenseur-en-faveur-de-legalite-des-chances/
Lazard Frères renouvelle son partenariat avec L'Ascenseur en faveur de l'égalité des chances | Lazard
legal 59 25.3× 639
https://lazard.com/about-lazard/locations/france/financial-advisory-careers/
Financial Advisory Careers | Lazard
about 59 31.1× 536
https://lazard.com/about-lazard/locations/france/offices/
Offices in France | Lazard
about 59 24.4× 661
https://lazard.com/careers/inside-lazard/celebrating-pride-2024/
Celebrating Pride 2024 | Lazard | Lazard
pricing 49 42.4× 361 💰 Pricing
https://lazard.com/careers/inside-lazard/lazard-t500-conference-2023/
Lazard T500 Conference 2023 | Lazard
careers 49 46.5× 297
https://lazard.com/careers/inside-lazard/lazard-gets-active-in-new-york-and-minneapolis/
Lazard Gets Active in New York and Minneapolis | Lazard
careers 49 41.3× 363
https://lazard.com/careers/inside-lazard/podcast-career-conversations/
Podcast: Career Conversations | Lazard
careers 49 42.6× 342
https://lazard.com/careers/inside-lazard/juneteenth-celebrations-at-lazard/
Juneteenth Celebrations at Lazard | Lazard
careers 49 34.4× 450
https://lazard.com/careers/inside-lazard/lazard-new-visions-academy-returns-for-a-third-year/
Lazard New Visions Academy Returns for a Third Year | Lazard
careers 49 39.8× 385
https://lazard.com/careers/inside-lazard/celebrating-lazard-new-visions-academy-class-of-2023/
Celebrating Lazard New Visions Academy Class of 2023 | Lazard
careers 49 39.4× 354
https://lazard.com/about-lazard/locations/france/actualites/mark-walker-rejoint-lazard-en-tant-que-senior-advisor/
Mark Walker Rejoint Lazard en tant que Senior Advisor | Lazard
about 49 32.6× 437
https://lazard.com/about-lazard/locations/australia/offices-in-australia/
Offices in Australia | Lazard
about 49 35.6× 385
https://lazard.com/about-lazard/locations/france/financial-advisory/
Lazard Financial Advisory in France | Lazard
about 49 34.4× 454
https://lazard.com/careers/inside-lazard/lazard-volunteers-clean-up-tokyo-and-new-york/
Lazard Volunteers Clean Up Tokyo and New York | Lazard
pricing 46 41.6× 360 💰 Pricing
Showing 20 of 51 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
/careers/ 26 45 0% 64.3× High JS Bloat
/about-lazard/ 25 46 0% 106.4× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 51 pages
instagram.com ×51
lazardassetmanagement.com ×51
lazard-careers.tal.net ×51
youtube.com ×51
lazardltd.gcs-web.com ×51
linkedin.com ×51
lazardfreresgestion.fr ×51
lazardaustralia.com ×2
🔄 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/lazard.com

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

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📊 Semantic Share of Voice

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

Projected Impact

ROI EST.

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

Current Score
77
Projected Score
84
Improvement
+7 pts
Add WebSite schema +4 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