cegid.com 72 B
🛡️ SEO 67 🤖 GEO 82 ⚡ Perf 56 🏗️ Arch 76

cegid.com — Global SEODiff Score 72/100

cegid.com
📊

With a solid 81/100 ACRI, cegid.com is well-positioned for AI search — better than 95% of sites in the Radar. Compared to other infrastructure sites (avg score: 57), cegid.com performs above the benchmark, suggesting strong competitive positioning in AI search. Content is delivered server-side, meaning bots and AI agents can parse the full page without executing JavaScript. A 5.1× bloat ratio is typical for sites in this tech tier — not wasteful, but streamlining could further boost extractability. Minimal structured data (1 block) limits the site's ability to communicate entity relationships to AI systems. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

72
B — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Performance (56) is your bottleneck.
🎯 Top Fix: Monitor weekly to catch regressions early
🔬 Automated SEODiff Assessment · Snapshot: Mar 4, 2026 · 📋 API
📈 ACRI Trend 4 snapshots
Feb 23 Mar 4
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than cegid.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)67 × 0.25 = 16.8
🤖 AI Readiness / GEO (40% weight)82 × 0.40 = 32.8
⚡ Performance (20% weight)56 × 0.20 = 11.2
🏗️ Architecture & Trust (15% weight)76 × 0.15 = 11.4
Weighted sum = 16.8 + 32.8 + 11.2 + 11.4
Global SEODiff Score = 72 (B)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
100
Rendering
avg 93
55
Structure
avg 36
42
Schema
avg 9
85
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 4%
Rank #38202
Aligned
Gap
AI (ACRI)
Top 5%
Score 81/100

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

Why cegid.com ranks here

Tech stackWordPress
RenderingSSR
Schema coverage1 blocks
Token bloat5.1×

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

67/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

40 chars
Good length

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

128 chars
Good length

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✓ Has <h2> headings — found 3
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✓ Canonical tag present → https://www.cegid.com/ca/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → fr-CA
  • ✓ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✓ og:title — Cegid - Editeur de solutions de gestion
  • ✓ og:description — Découvrez les solutions de gestion infonuagiques de Cegid adaptées aux besoins des entreprises pour améliorer la performance.
  • ✗ og:image
  • ✓ 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

82/100 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 →
cegid.com
62
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 55/100 — Fair
Structured Elements 79 elements (79 lists, 0 rows, 0 headers)
Total Words870
Raw Density9.1%

🏷️ Schema Health Docs

Organization Schema ✅ Present
Product / Service Schema ⚠️ Not Found
Total Schema Blocks1 block(s) — Basic (low value for AI)

Schema Coverage Map

2/7 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.

📐 AI Efficiency Metrics Docs

72
AI Extractability
Medium
Crawl Cost
None
Blocklist Risk
Extractability72/100 — AI models can easily extract answers from this page
Crawl CostMedium (50/100) — moderate for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

19%
🗑️ 81%
Useful Content (39.6 KB)Bloat (160.9 KB)
Token Bloat Ratio5.1× — Normal

Multimodal Readiness

Visual Context0% Optimized for Vision
Image Alt Coverage0 / 23 images have alt text

TDM Rights

TDM-Reservation HeaderNot set
X-Robots-Tag: noaiNot set
💡Only 0% 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: 80.3% · SNR: 0.25 · Signal: 10133 / Noise: 41178 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 cegid.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
Cegid provides management software solutions for SMBs and accountants, focusing on financial copilot services and streamlining HR processes, with a
Target Audience
Accountants, SMB owners, HR professionals, Retail managers, IT managers, CFOs, CIOs
Pricing Model
Not explicitly stated, but implied to be custom-based and potentially tiered, given the focus on tailored solutions and global deployments.
🔗 Integration Partners
Talentsoft
🏆 Competitive Moat
Global reach with 750,000 customers, combined with a unified solution for multiple countries and adherence to regulatory standards, and AI-powered decision support.
📊 Content Depth
6/10
🔄 Programmatic SEO Signals
Template comparison pagesIntegration directory pages
⚡ Key Pain Points
• Thin landing pages for features
• Lack of structured FAQ schema
Analyzed by SEODiff AI · 2026-03-02

🔧 Tech Stack

FrameworkWordPress
AI-Readiness Score85/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time1258 ms
Raw HTML Size200.4 KB
Visible Text Size39.6 KB

Performance & Speed

56/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

1258 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

651
DOM nodes
200 KB
HTML payload
Moderate weight — acceptable for most scenarios

🗄️ Cache & CDN

  • ✓ Cache-Control header → public, max-age=1800
  • ✓ CDN cache status → HIT
  • ✓ 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

76/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

68
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 → fr-CA
  • ✓ 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 62/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for cegid.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/cegid.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=cegid.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 79 pages · Deep-10

Homepage ACRI
62
Single-page score
+2
Consistent readability
Δ delta
Site-Wide ACRI
64
Avg across 79 pages · Range 44–67
Topical Cohesion
27%
Topical Drift
TF-IDF cosine similarity
Total Words
82526
Avg Bloat
63.9×
Page Type ACRI Token Bloat Words Status
https://www.cegid.com/fr/blog/analytics-pme-addict/
Les PME parlent-elles couramment analytics et KPI ?
pricing 67 47.2× 1117 💰 Pricing
https://www.cegid.com/fr/blog/mobilite-en-magasin-exemples/
Mobilité en magasin : 8 exemples d'utilisation
pricing 67 42.1× 1255 💰 Pricing
https://www.cegid.com/fr/blog/nouveaux-profils-cabinets-comptables/
Les nouveaux profils recherchés par les cabinets comptables
pricing 67 30.0× 1790 💰 Pricing
https://www.cegid.com/fr/blog/rolling-forecast-simulations-previsions-de-tresorerie-face-inflation/
Prévisions de cash : quelles solutions pour anticiper l’inflation ?
pricing 67 47.5× 1184 💰 Pricing
https://www.cegid.com/fr/blog/retail-fin-de-workplace-meta/
Transition dans le Retail : Stratégies Post-Workplace de Meta
pricing 67 54.0× 953 💰 Pricing
https://www.cegid.com/fr/blog/facture-electronique-2026-levier-performance-entrepreneurs/
Facture électronique 2026 : un atout clé pour les entrepreneurs
pricing 67 38.6× 1362 💰 Pricing
https://www.cegid.com/fr/blog/directions-financieres-en-pleine-mutation-3eme-partie-lalliance-strategique-entre-daf-dsi/
Directions financières en pleine mutation : alliance DAF & DSI
pricing 67 52.9× 1001 💰 Pricing
https://www.cegid.com/fr/blog/donnees-financieres-meilleures-decisions/
Utilisez vos données financières à bon escient
pricing 67 66.3× 783 💰 Pricing
https://www.cegid.com/fr/blog/erp-une-daf-decentralisee-exploite-t-elle-mieux-ses-donnees/
DAF : tirer parti de ses données dans un modèle décentralisé
pricing 67 52.3× 1015 💰 Pricing
https://www.cegid.com/fr/blog/postes-de-charges-cles-pour-gestion-efficace-des-achats/
Postes de charges : les clés pour une gestion efficace
pricing 67 36.6× 1455 💰 Pricing
https://www.cegid.com/fr/blog/passer-a-la-facture-electronique-comment-se-preparer-tpe/
Passer à la facture électronique : comment s'y préparer en tant que TPE
pricing 67 35.0× 1527 💰 Pricing
https://www.cegid.com/fr/blog/bas-les-masques-en-fiscalite-locale-les-economies-realisables-sont-evidentes/
Bas les masques : en fiscalité locale, les économies sont évidentes
pricing 67 59.6× 869 💰 Pricing
https://www.cegid.com/fr/blog/carnet-de-commandes-realiser-suivi-efficace-anticiper-chiffre-d-affaires/
Carnet de commandes : un suivi efficace pour anticiper vos revenus
pricing 67 38.2× 1391 💰 Pricing
https://www.cegid.com/fr/blog/cabinets-sectoriels-experts-comptables/
Cabinets d’expertise comptable sectoriels : leurs secrets
pricing 67 37.8× 1413 💰 Pricing
https://www.cegid.com/fr/blog/aidez-clients-commercants-ecommerce/
Covid-19 : Aidez vos clients à rebondir avec le e-commerce !
pricing 67 55.5× 943 💰 Pricing
https://www.cegid.com/fr/blog/erp-pilotage-et-pression-reglementaire-comment-une-daf-decentralisee-peut-innover/
Accélérer l’innovation au sein d’une DAF décentralisée
pricing 67 46.7× 1144 💰 Pricing
https://www.cegid.com/fr/blog/comment-gerer-periodes-haute-affluence-retail/
Gérer les périodes de haute affluence dans le Retail
pricing 67 43.9× 1197 💰 Pricing
https://www.cegid.com/fr/blog/comment-proteger-tpe-pme-cyberrataques/
TPE/PME : Comment se protéger des cyberattaques ?
pricing 67 30.9× 1735 💰 Pricing
https://www.cegid.com/fr/blog/conjoncture-economique-retail/
Défis économiques actuels dans le retail
pricing 67 49.7× 1043 💰 Pricing
https://www.cegid.com/fr/blog/expert-comptable-cybercriminalite-menaces/
L'expert-comptable et ses clients face aux menaces de la cybercriminalité
pricing 67 35.0× 1537 💰 Pricing
Showing 20 of 79 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
/fr/ 69 66 0% 60.1× High JS Bloat
/about/ 1 64 0% 57.4× High JS Bloat
/contact/ 1 64 0% 57.4× High JS Bloat
/products/ 1 54 0% 103.8× High JS Bloat
/pricing/ 1 54 0% 103.8× High JS Bloat
/docs/ 1 54 0% 103.8× High JS Bloat
/case-studies/ 1 54 0% 103.8× High JS Bloat
/blog/ 1 64 0% 57.4× High JS Bloat
/faq/ 1 54 0% 103.8× High JS Bloat
/features/ 1 54 0% 103.8× High JS Bloat
/integrations/ 1 54 0% 103.8× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 79 pages
tiktok.com ×79
partners.cegid.com ×79
linkedin.com ×79
youtube.com ×79
facebook.com ×79
jobs.cegid.com ×79
instagram.com ×79
store.cegid.com ×69
🔄 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/cegid.com

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

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📊 Semantic Share of Voice

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

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 Cegid?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Cegid does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Cegid work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Cegid."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
81
Projected Score
87
Improvement
+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