lexpress.fr 37 F
🛡️ SEO 46 🤖 GEO 45 ⚡ Perf 47 🏗️ Arch 90

lexpress.fr — Global SEODiff Score 37/100

lexpress.fr
📊

lexpress.fr registers just 15/100 on the ACRI scale — a bottom-tier result indicating systemic AI visibility problems. In the infrastructure sector, lexpress.fr underperforms relative to the average (57), indicating room for competitive improvement. A ghost ratio of 30% indicates a mixed rendering strategy where core content loads server-side but interactive sections rely on JavaScript. 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. A full AI bot restriction means AI-powered search and answer engines cannot currently crawl and index this domain's content.

37
F — Global SEODiff Score
Comprehensive search visibility assessment
Significant improvement opportunities. Start with AI Readiness (45).
🎯 Top Fix: Allow GPTBot + ClaudeBot in robots.txt → lift the score cap
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 30 snapshots
Feb 23 Mar 20
🔔 Recent AI Indexing Activity
🔄 Mar 21 Content change detected
🔄 Mar 20 Content change detected
🔄 Mar 20 Content change detected
🔄 Mar 19 Content change detected
🔄 Mar 19 Content change detected
Does your site score higher than lexpress.fr?
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)46 × 0.25 = 11.5
🤖 AI Readiness / GEO (40% weight)45 × 0.40 = 18.0
⚡ Performance (20% weight)47 × 0.20 = 9.4
🏗️ Architecture & Trust (15% weight)90 × 0.15 = 13.5
Weighted sum = 11.5 + 18.0 + 9.4 + 13.5
⚠️ Fatal multiplier: All major AI bots blocked → ×0.5
Global SEODiff Score = 37 (F)
🚫
Gatekeeper Rule: Score cannot exceed 15. Both GPTBot and ClaudeBot are blocked in robots.txt. No major AI assistant can cite this site. Allow at least one major AI crawler to lift the cap. See Bot Access →
📊 ACRI Sub-Scores (AI Readiness Detail)
20
Bot Access
avg 92
84
Rendering
avg 93
36
Structure
avg 35
4
Schema
avg 9
55
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 0.7%
Rank #6864
+67 pts
Gap
AI (ACRI)
Top 67%
Score 15/100

lexpress.fr 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 lexpress.fr ranks here

Tech stackExpress
RenderingHybrid
Schema coverage2 blocks
Token bloat50×+

Fastest improvements

  • Allow GPTBot in robots.txt so AI crawlers can access your pages (see Crawl Access).
  • Allow ClaudeBot (many assistants rely on it) — blocking it often correlates with “AI invisibility.”
  • 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

46/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

73 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

155 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 16
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.lexpress.fr
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → fr
  • ➖ Hreflang tags — N/A (single language site)
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — L'Express - Actualités Politique, Monde, Economie et Culture - L'Express
  • ✓ og:description — Information à la Une : l'actualité et l'information en direct sur LExpress.fr. Infos politiques, internationales, économiques, sportives et culturelles.
  • ✓ 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

45/100 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 →
lexpress.fr
36
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.

👻
Shadow Content Detected: 30% of your page token budget is in non-rendered regions (JavaScript-dependent content that AI crawlers may not process). Combined with 65.3x token bloat, AI models are using most of their context window on noise instead of your real content. This dramatically increases hallucination probability — models fill the gap with made-up facts.
Analyzing hallucination risk…

🤖 Bot Access Matrix

GPTBot (OpenAI)
Blocked
ClaudeBot (Anthropic)
Blocked
CCBot (Common Crawl)
Blocked
Google-Extended
Blocked
Googlebot
Allowed
💡GPTBot is blocked. To appear in ChatGPT citations, add Allow: / under User-agent: GPTBot in your robots.txt.
💡ClaudeBot is blocked. To be cited by Claude, allow ClaudeBot in robots.txt.

👻 Rendering (Ghost Ratio) Docs

Ghost Ratio 30%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 36/100 — Low
Structured Elements 126 elements (126 lists, 0 rows, 0 headers)
Total Words3155
Raw Density4.0%
💡Low structure score (36/100). Your content appears as a wall of text with few structured HTML elements. You have 126 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 ❌ Missing
Product / Service Schema ⚠️ Not Found
Total Schema Blocks2 block(s) — Basic (low value for AI)

Schema Coverage Map

0/7 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.
💡WebSite schema missing. Add WebSite + SearchAction so Google can generate a Sitelinks Search Box for your brand in AI results.

📐 AI Efficiency Metrics Docs

34
AI Extractability
High
Crawl Cost
Critical
Blocklist Risk
Extractability34/100 — AI models can barely extract answers from this page
Crawl CostHigh (100/100) — expensive for AI crawlers to process
Blocklist RiskCritical — 4 of 5 AI crawlers blocked

Token Bloat Research

1%
🗑️ 99%
Useful Content (21.8 KB)Bloat (1398.7 KB)
Token Bloat Ratio50×+ — Bloated

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage88 / 88 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Your HTML is 1420.5 KB, but only 21.8 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.

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 98.5% · SNR: 0.02 · Signal: 5569 / Noise: 358070 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 lexpress.fr 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
The platform provides a collaborative project management solution for distributed teams, focusing on AI-powered sprint planning and real-time resource optimization
Target Audience
Engineering managers, product managers, agile teams, and project managers involved in software development and product delivery.
Pricing Model
Tiered subscription model with a free plan and paid plans starting from $10/user/month, offering increasing features and capacity.
🔗 Integration Partners
SlackGitHubJira
🏆 Competitive Moat
AI-powered sprint planning with real-time resource optimization and predictive analytics, providing a significant advantage over traditional project management tools.
📊 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 · 2026-02-28

🔧 Tech Stack

FrameworkExpress
AI-Readiness Score55/100
Serveropenresty
CDN
HTTP Status200
Load Time829 ms
Raw HTML Size1420.5 KB
Visible Text Size21.8 KB

Performance & Speed

47/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

829 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

2451
DOM nodes
1420 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → private, max-age=60
  • ✗ 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

90/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.lexpress.fr/arc/outboundfeeds/rss/alaune.xml
  • ✓ Googlebot allowed
  • ✗ GPTBot allowed
  • ✗ ClaudeBot allowed

🔗 Linking

316
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 → fr
  • ✓ 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 36/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for lexpress.fr
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/lexpress.fr" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=lexpress.fr" 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 1010 pages · Deep-10

Homepage ACRI
36
Single-page score
+23
Subpages outperform homepage
Δ delta
Site-Wide ACRI
59
Avg across 1010 pages · Range 0–65
Topical Cohesion
9%
Topical Drift
TF-IDF cosine similarity
Total Words
1329411
Avg Bloat
115.0×
RAG Fractures [?]
42
⚠️
42 RAG-Chunking Fractures Detected

Poorly formatted tables or pricing grids on 42 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.lexpress.fr/monde/affaire-epstein-un-seisme-planetaire-UBP43YTZOVAWVCKI4DUI4IYGYI/
Affaire Epstein : un séisme planétaire – L'Express
pricing 65 77.0× 1624 💰 Pricing
https://www.lexpress.fr/politique/elections/elections-municipales-2026-nos-analyses-podcasts-et-videos-XWH56C6GOBGNTOKVITHJSC23AY/
Élections municipales 2026 : nos analyses, podcasts et vidéos – L'Express
pricing 65 76.8× 1157 💰 Pricing
https://www.lexpress.fr/monde/europe/la-pologne-la-naissance-dune-puissance-europeenne-F6VQMR2VN5CFHLQASFATZOVRAQ/
La Pologne, naissance d'une puissance européenne – L'Express
pricing 65 97.6× 841 💰 Pricing
https://www.lexpress.fr/monde/amerique/ice-la-controversee-police-anti-immigration-de-donald-trump-3PGVSHIZ75C6ZGHITP6LZYGZJ4/
ICE : la controversée police anti-immigration de Donald Trump – L'Express
pricing 65 98.3× 822 💰 Pricing
https://www.lexpress.fr/monde/europe/groenland-lobsession-de-donald-trump-7P623V6JSVEA3MCJ5ACILSRDPA/
Groenland : l'obsession de Donald Trump – L'Express
pricing 65 57.1× 1648 💰 Pricing
https://www.lexpress.fr/monde/amerique/venezuela-nicolas-maduro-renverse-par-donald-trump-ND3HNWN53JAUTNW44GCMKNVHV4/
Venezuela : Nicolas Maduro renversé par Donald Trump – L'Express
pricing 65 58.2× 1631 💰 Pricing
https://www.lexpress.fr/politique/sebastien-lecornu-nomme-premier-ministre-retrouvez-tous-nos-contenus-6O76IEN7X5AM3JWIUNWSZJFZVI/
Gouvernement Lecornu II : retrouvez tous nos contenus – L'Express
pricing 65 78.8× 1559 💰 Pricing
https://www.lexpress.fr/monde/en-iran-le-regime-sattaque-au-fournisseur-internet-starlink-dernier-contact-avec-le-monde-RORYIAHOVRDZNGLIM22OUVKYEY/
En Iran, le régime s'attaque au fournisseur internet Starlink, dernier contact avec le monde – L'Express
pricing 60 114.7× 1200 💰 Pricing
https://www.lexpress.fr/idees-et-debats/la-chute-de-la-population-mondiale-sera-vertigineuse-lalerte-du-demographe-dean-spears-GT7ARWZGPFCQNG4E5EC4XEIRPE/
"La chute de la population mondiale sera vertigineuse…" : l’alerte du démographe Dean Spears – L'Express
pricing 60 49.0× 2980 💰 Pricing
https://www.lexpress.fr/sciences-sante/obesite-pourquoi-la-feuille-de-route-2026-2030-ne-repond-pas-a-tous-les-espoirs-HRRSGU4VMBDLBNUTHRD5R73LCM/
Obésité : pourquoi la feuille de route 2026-2030 ne répond pas à tous les espoirs – L'Express
pricing 60 118.5× 1325 💰 Pricing
https://www.lexpress.fr/monde/proche-moyen-orient/en-iran-le-peuple-se-dresse-contre-les-islamistes-lheure-de-la-revolte-finale-NUVOJMX3VNCHBCD3TVKLWCCPAQ/
L’Iran sous tension : les scénarios de la contestation qui met le régime à l’épreuve – L'Express
pricing 60 52.5× 2261 💰 Pricing
https://www.lexpress.fr/politique/budget-2026-sebastien-lecornu-au-defi-de-la-fin-de-lhistoire-PAQEWJF2XJFQ3PPP2W364VU6VE/
Budget 2026 : Sébastien Lecornu au défi de la fin de l’histoire – L'Express
pricing 60 118.6× 976 💰 Pricing
https://www.lexpress.fr/idees-et-debats/il-se-passe-quelque-chose-detrange-pourquoi-leconomie-americaine-defie-tous-les-pronostics-EI4DJNQXEFD2XOCKRTYAMV5SXE/
"Il se passe quelque chose d'étrange…" : pourquoi l’économie américaine défie tous les pronostics – L'Express
pricing 60 46.8× 3175 💰 Pricing
https://www.lexpress.fr/monde/amerique/coloniser-le-venezuela-nest-pas-une-option-par-manuel-valls-ZTWQNAE5KFHKPH3AONWOHUFAW4/
Coloniser le Venezuela n’est pas une option, par Manuel Valls – L'Express
pricing 60 116.8× 926 💰 Pricing
https://www.lexpress.fr/economie/politique-economique/combien-vaut-vraiment-le-groenland-la-reponse-de-deux-experts-NS7BQZ5ZQ5AP5ETQXUYZXYLWUM/
Combien vaut vraiment le Groenland ? La réponse de deux experts – L'Express
pricing 60 110.8× 1070 💰 Pricing
https://www.lexpress.fr/monde/proche-moyen-orient/manifestations-en-iran-leffroyable-repression-menee-par-le-regime-KF4FVOOV6NDQXLIOYVUD5Z4R7Q/
Manifestations en Iran : l’effroyable répression menée par le régime – L'Express
pricing 60 87.9× 1282 💰 Pricing
https://www.lexpress.fr/monde/proche-moyen-orient/bruno-tertrais-il-y-a-toujours-eu-une-mefiance-reciproque-entre-liran-et-la-russie-AZJATSC2PJE6ZOQ5DLK4I6EPKA/
Bruno Tertrais : "Il y a toujours eu une méfiance réciproque entre l'Iran et la Russie" – L'Express
pricing 60 86.5× 1294 💰 Pricing
https://www.lexpress.fr/monde/amerique/maria-corina-machado-a-washington-ce-message-envoye-par-donald-trump-par-margarita-cadenas-ZWLYYTRSMZDK3IZAJ43LDWOTHI/
Maria Corina Machado à Washington : ce message envoyé par Donald Trump, par Margarita Cadenas – L'Express
pricing 60 127.0× 842 💰 Pricing
https://www.lexpress.fr/culture/touche-pas-mon-groenland-donald-par-christophe-donner-JRET4PQD6JAZTEGL6QAXCMJDWE/
Touche pas mon Groenland, Donald ! Par Christophe Donner – L'Express
pricing 60 139.9× 868 💰 Pricing
https://www.lexpress.fr/sciences-sante/stephanie-debette-icm-les-maladies-neurologiques-et-psychiatriques-ont-des-mecanismes-communs-KLFNZEYL2RGSVOXMNK5CJA45EI/
Stéphanie Debette (ICM) : "Nous sommes en train de redéfinir les frontières des maladies du cerveau..." – L'Express
pricing 60 76.9× 2105 💰 Pricing
Showing 20 of 100 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
/monde/ 225 60 1% 116.7× Bot Blocked
/economie/ 63 60 1% 125.7× Bot Blocked
/idees-et-debats/ 48 60 1% 75.3× Bot Blocked
/politique/ 36 60 1% 116.4× Bot Blocked
/culture/ 25 60 1% 111.5× Bot Blocked
/sciences-sante/ 23 60 1% 89.8× Bot Blocked
/secret-defense/ 17 60 1% 112.9× Bot Blocked
/environnement/ 14 60 1% 135.6× Bot Blocked
/guide-shopping/ 13 60 1% 70.5× Bot Blocked
/societe/ 11 60 1% 110.6× Bot Blocked
/podcasts/ 8 60 1% 198.4× Bot Blocked
/france/ 6 60 1% 101.1× Bot Blocked
/partenaires/ 5 60 1% 136.4× Bot Blocked
/campus/ 5 60 1% 100.0× Bot Blocked
/argent/ 1 60 1% 136.7× Bot Blocked
🔗
Outbound External Citations
0 unique external domains cited across 1010 pages
twitter.com ×999
moncompte.lexpress.fr ×999
tiktok.com ×999
connexion.lexpress.fr ×999
gymglish.com ×999
instagram.com ×999
lexpress-education.com ×999
youtube.com ×999
🔄 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/lexpress.fr

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 lexpress.fr. Compare side-by-side.

Domain ACRI AI Score Tech Stack Token Bloat Schema
lexpress.fr (this site) 36 15 Express 65.3× 2
penelopechilvers.com 61 78 Express 11.0× 1 Compare →
somosrex.com 61 72 Express 4.0× 0 Compare →
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📊 Semantic Share of Voice

How often would an AI cite lexpress.fr 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…

🎭

Bait & Switch Delta

A 15 PAGES

Compares your homepage rendering quality with inner pages. A high drift score means AI crawlers see a polished homepage but degraded inner content — the "bait & switch" that erodes trust.

50
Homepage ACRI
50
Inner Avg ACRI
0
ACRI Delta
70%
Homepage Ghost
70%
Inner Avg Ghost
0
Drift Score [?]
Worst Inner Pages
50 70% pricing https://www.lexpress.fr/politique/lembarras-du-rn-vis-a-vis-de-donald-trump-patriotisme-contre-nationalisme-SE3PCMECH5DGXCTYOUMSHAD464/
50 70% pricing https://www.lexpress.fr/france/manifestations-en-iran-lfi-nest-pas-a-une-instrumentalisation-pres-J4AGZ7PIANFF3BD6RN5A77AC7Y/
50 70% pricing https://www.lexpress.fr/culture/pourquoi-le-francais-nest-plus-la-langue-de-moliere-S7SYV3SJ4NF4ZM2PJNOYSUW2QM/
🛡️

E-E-A-T Trust Signals

F 0/100

Trust indicators extracted from surface pages. These signals help AI systems verify your site's Experience, Expertise, Authoritativeness, and Trustworthiness.

Physical Address
Phone Number
Email Contact
About Page
Contact Page
Privacy Policy
Terms of Service
Named Leadership
🔗

Citation Profile

24 DOMAINS

Outbound citation patterns across surface-crawled pages. Sites that cite diverse, authoritative sources signal higher E-E-A-T to AI systems.

251
Total Links
24
Unique Domains
16.7
Avg/Page
10%
Diversity
connexion.lexpress.fr twitter.com youtube.com facebook.com lexpress-franchise.com instagram.com moncompte.lexpress.fr franchise.lexpress.fr fr.linkedin.com lexpress-education.com
🏘️ Outbound Neighborhood Trust Avg Trust: 47.5

AI trust scores for the domains lexpress.fr links to. Citing high-trust sources lifts your own credibility signal.

🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to lexpress.fr. 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": "Lexpress",
  "url": "https://lexpress.fr",
  "logo": "https://lexpress.fr/pf/resources/icons/fav/apple-touch-icon.png?d=823",
  "sameAs": []
}
</script>
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": "Lexpress",
  "url": "https://lexpress.fr",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://lexpress.fr/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Allow GPTBot in robots.txt
High Impact ⏱ 2 min
GPTBot is blocked — your content cannot appear in ChatGPT citations. Add this to your robots.txt:
text
User-agent: GPTBot
Allow: /

User-agent: ChatGPT-User
Allow: /
Allow ClaudeBot in robots.txt
Medium Impact ⏱ 2 min
ClaudeBot is restricted — Claude may not be able to cite your content. Many AI assistants rely on it.
text
User-agent: ClaudeBot
Allow: /

User-agent: anthropic-ai
Allow: /
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 lexpress.fr:

Current Score
15
Projected Score
46
Improvement
+31 pts
Allow GPTBot +8 pts
Allow ClaudeBot +5 pts
Add Organization schema +6 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
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