aubert.com 67 C
🛡️ SEO 38 🤖 GEO 87 ⚡ Perf 47 🏗️ Arch 87

aubert.com — Global SEODiff Score 67/100

aubert.com
📊

aubert.com achieves a 78/100 on the AI-Crawler Reality Index, reflecting above-average readiness for AI-driven discovery. Within the ecommerce vertical, this places aubert.com above the industry average of 57 —, suggesting strong competitive positioning in AI search. The low ghost ratio (5%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. A tight 1.4× token bloat ratio reflects disciplined markup: minimal noise between the crawler and the content it needs. Zero schema blocks puts this site at a disadvantage in knowledge graph and AI-answer pipelines that rely on explicit structured data. Robots.txt grants unrestricted access to the key AI user-agents, which is the strongest starting position for AI visibility.

67
C — Global SEODiff Score
Comprehensive search visibility assessment
Strong foundations, but Traditional SEO (38) is your bottleneck.
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
🔬 Automated SEODiff Assessment · Snapshot: Mar 21, 2026 · 📋 API
📈 ACRI Trend 5 snapshots
Mar 1 Mar 21
🔔 Recent AI Indexing Activity
🔄 Mar 11 Content change detected
Does your site score higher than aubert.com?
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🧮 Score Transparency — How is this calculated?
🛡️ Traditional SEO (25% weight)38 × 0.25 = 9.5
🤖 AI Readiness / GEO (40% weight)87 × 0.40 = 34.8
⚡ Performance (20% weight)47 × 0.20 = 9.4
🏗️ Architecture & Trust (15% weight)87 × 0.15 = 13.0
Weighted sum = 9.5 + 34.8 + 9.4 + 13.0
Global SEODiff Score = 67 (C)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
99
Rendering
avg 93
88
Structure
avg 35
0
Schema
avg 9
55
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 10%
Rank #98167
Aligned
Gap
AI (ACRI)
Top 12%
Score 78/100

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

Why aubert.com ranks here

Tech stackExpress
Industryecommerce
RenderingSSR
Schema coverage0 blocks
Token bloat1.4×

Fastest improvements

  • Add basic Organization and WebSite JSON-LD to fix “0 schema blocks” (see Schema Coverage).
  • 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

38/100 25 % of Global Score 🟢 High Confidence

📝 Title Tag

61 chars
Too long

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

168 chars
Too long

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://www.aubert.com/
  • ✓ No noindex directive
  • ✓ Meta viewport set
  • ✓ HTML lang attribute → fr
  • ✅ Hreflang tags
  • ✓ Googlebot allowed by robots.txt

🌐 Social / OpenGraph

  • ✗ og:title
  • ✗ og:description
  • ✗ og:image
  • ✗ twitter:card
📐 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

87/100 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 ecommerce sector, 24sevenmegastore.com (ACRI: 89) 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 →
aubert.com
73
Your ACRI Score
89
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. 24sevenmegastore.com has schema coverage of 4 blocks and uses Django. 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 88/100 — Excellent
Structured Elements 506 elements (506 lists, 0 rows, 0 headers)
Total Words2166
Raw Density23.4%

🏷️ Schema Health Docs

Organization Schema ❌ Missing
Product / Service Schema ⚠️ Not Found
Total Schema Blocks0 — No JSON-LD detected

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

71
AI Extractability
High
Crawl Cost
None
Blocklist Risk
Extractability71/100 — AI models can easily extract answers from this page
Crawl CostHigh (70/100) — expensive for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

71%
🗑️ 29%
Useful Content (501.1 KB)Bloat (219.9 KB)
Token Bloat Ratio1.4× — Lean

Multimodal Readiness

Visual Context63% Optimized for Vision
Image Alt Coverage70 / 112 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

90 Entropy
Good Token Bloat: Low
Noise Ratio: 30.5% · SNR: 2.28 · Signal: 128286 / Noise: 56307 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 aubert.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
Aubert is a French retailer specializing in baby products, with over 120 stores and a dedicated online platform, offering a
Target Audience
Parents, grandparents, and friends of young children seeking baby products and accessories.
Pricing Model
Retail pricing with a loyalty program (Aubert Family) and private-label brands (Aubert Concept, Formula Baby) offering competitive pricing.
🏆 Competitive Moat
Established brand reputation over 80 years, combined with a diverse product range and private-label innovation.
📊 Content Depth
6/10
⚡ Key Pain Points
• Limited online product information beyond basic store listings
• Lack of detailed product descriptions for private-label brands
Analyzed by SEODiff AI · 2026-03-05

🔧 Tech Stack

FrameworkExpress
AI-Readiness Score55/100
Servercloudflare
CDNcloudflare
HTTP Status200
Load Time649 ms
Raw HTML Size721.1 KB
Visible Text Size501.1 KB

Performance & Speed

47/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

649 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

2772
DOM nodes
721 KB
HTML payload
Heavy page — consider reducing DOM complexity

🗄️ Cache & CDN

  • ✓ Cache-Control header → max-age=14400, must-revalidate
  • ✓ 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

87/100 15 % of Global Score 🟢 High Confidence

🗺️ Sitemap & Robots

  • ✓ Sitemap declared in robots.txt → https://www.aubert.com/sitemap.xml
  • ✓ Googlebot allowed
  • ✓ GPTBot allowed
  • ✓ ClaudeBot allowed

🔗 Linking

843
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
  • ✓ 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 73/100. Reach 80+ to unlock the green "AI-Verified" badge. Fix the issues below to improve your score.

AI-Verified badge for aubert.com
Pending Audit — score below 80 threshold
<a href="https://seodiff.io/radar/domains/aubert.com" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=aubert.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 77 pages · Deep-10

Homepage ACRI
73
Single-page score
-42
Severe hidden bloat
Δ delta
Site-Wide ACRI
31
Avg across 77 pages · Range 0–72
🔍
Hidden Bloat Detected

Homepage scores 73, but internal pages average only 31 — a -42-point gap. Blogs, docs, and legacy content are dragging down AI readability site-wide.

Topical Cohesion
7%
Topical Drift
TF-IDF cosine similarity
Total Words
31757
Avg Bloat
20.0×
Page Type ACRI Token Bloat Words Status
https://www.aubert.com/conseils/article/types-troubles-sommeil-bebe/
Quels sont les troubles du sommeil chez l’enfant ? - Aubert
blog 72 32.2× 1005
https://www.aubert.com/conseils/article/achat-poussette-double/
Poussette pour jumeaux : comment bien s’équiper ? – Aubert
blog 69 38.9× 816
https://www.aubert.com/conseils/article/choisir-biberon-bebe/
Quel biberon choisir pour bébé ? Aubert Conseils
blog 69 35.7× 895
https://www.aubert.com/conseils/article/lanneau-de-dentition-lallie-de-bebe/
L’anneau de dentition, l’allié de Bébé - Aubert Conseils
blog 69 56.3× 542
https://www.aubert.com/conseils/article/acheter-poussette-canne/
Poussette canne : pourquoi et comment la choisir ? Aubert Conseils
blog 69 36.2× 880
https://www.aubert.com/conseils/article/quelle-sucette-acheter/
Quel type de sucette est le mieux adapté à bébé ? - Aubert
pricing 69 33.4× 956 💰 Pricing
https://www.aubert.com/conseils/article/cauchemars-bebe/
Un bébé peut-il faire des cauchemars ? - Aubert Conseils
blog 69 36.8× 862
https://www.aubert.com/conseils/article/incontournables-cadeaux-noel-bebe/
22 idées incontournables de cadeaux de Noël pour bébé - Aubert
blog 67 24.7× 1305
https://www.aubert.com/conseils/article/poussette-electrique/
Poussette électrique : vraiment une révolution ? Aubert Conseils
blog 67 32.3× 981
https://www.aubert.com/conseils/article/transports-en-commun-avec-bebe-et-poussette/
Transports en commun avec un bébé et une poussette : les astuces pour bien voyager - Aubert Conseils
blog 67 28.5× 1106
https://www.aubert.com/conseils/article/premieres-selles-de-bebe/
Tout savoir sur les premières selles de bébé - Aubert
blog 67 25.1× 1293
https://www.aubert.com/conseils/article/sterilisation-biberon/
Stérilisation de biberon : quelle méthode choisir ? - Aubert Conseils
blog 64 34.1× 911
https://www.aubert.com/conseils/article/soigner-dents-bebe/
Comment prendre soin des dents de votre bébé ? Aubert Conseils
blog 64 54.8× 565
https://www.aubert.com/conseils/article/choisir-veilleuse-bebe/
Veilleuse pour bébé : comment faire le bon choix ? - Aubert
blog 64 34.8× 905
https://www.aubert.com/conseils/article/bebe-mal-ventre-voiture/
Comment éviter le mal des transports à Bébé ? Aubert Conseils
blog 64 46.3× 675
https://www.aubert.com/conseils/article/organiser-voyage-bebe-0-6-mois/
Comment Organiser un Long Trajet avec Bébé ? | Aubert
blog 64 31.9× 998
https://www.aubert.com/conseils/article/siege-auto-dos-route-conseils/
Siège auto dos à la route, est-ce plus sûr ? - Aubert Conseils
blog 64 57.8× 536
https://www.aubert.com/conseils/article/tout-savoir-jouets-bain-bebe/
Comment choisir les jouets de bain de bébé ? - Aubert Conseils
blog 64 39.4× 796
https://www.aubert.com/conseils/article/choisir-matiere-vaisselle-bebe/
Vaisselle pour bébé en inox, en porcelaine... : que choisir ?
blog 64 40.5× 767
https://www.aubert.com/conseils/article/comment-masser-bebe/
Pourquoi et comment masser bébé ? Aubert Conseils
pricing 64 31.2× 1000 💰 Pricing
Showing 20 of 77 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
/conseils/ 36 65 0% 37.7× High JS Bloat
/ch-fr/ 20 0 0% 0.0× Low AI Readiness
/blog/ 1 0 0% 0.0× Low AI Readiness
/support/ 1 0 0% 0.0× Low AI Readiness
/features/ 1 0 0% 0.0× Low AI Readiness
/integrations/ 1 0 0% 0.0× Low AI Readiness
/get-started/ 1 0 0% 0.0× Low AI Readiness
/careers/ 1 0 0% 0.0× Low AI Readiness
/resources/ 1 0 0% 0.0× Low AI Readiness
/security/ 1 0 0% 0.0× Low AI Readiness
/guides/ 1 0 0% 0.0× Low AI Readiness
/case-studies/ 1 0 0% 0.0× Low AI Readiness
/api/ 1 0 0% 0.0× Low AI Readiness
/about/ 1 0 0% 0.0× Low AI Readiness
/solutions/ 1 0 0% 0.0× Low AI Readiness
🔗
Outbound External Citations
0 unique external domains cited across 77 pages
magasins.aubert.com ×37
pinterest.fr ×37
facebook.com ×37
instagram.com ×37
twitter.com ×1
wwws.airfrance.fr ×1
parisaeroport.fr ×1
avis-verifies.com ×1
🔄 Re-Crawl & Update 📡 Track this Domain

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🔌 API Access

Pull this data programmatically. All sub-page metrics are available via our public API.

curl https://seodiff.io/api/v1/deep10/domain/aubert.com

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

🔗 Similar ecommerce Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
aubert.com (this site) 73 78 Express 1.4× 0
fitstore24.com 83 87 Express 2.3× 2 Compare →
denvic.ru 83 87 Express 2.7× 3 Compare →
decoforhome.com 86 87 Express 3.0× 4 Compare →
247garden.com 86 94 Express 5.8× 23 Compare →
tradeindata.com 83 91 Custom / Proprietary 2.0× 1 Compare →
Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite aubert.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 aubert.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": "Aubert",
  "url": "https://aubert.com",
  "logo": "https://aubert.com/_ui/responsive/theme-aubert/images/favicon-2022.png",
  "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": "Aubert",
  "url": "https://aubert.com",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://aubert.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 Aubert?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Add your answer here — describe what Aubert does in 1-2 sentences."
      }
    },
    {
      "@type": "Question",
      "name": "How does Aubert work?",
      "acceptedAnswer": {
        "@type": "Answer",
        "text": "Explain the key features and how users interact with Aubert."
      }
    }
  ]
}
</script>
📈

Projected Impact

ROI EST.

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

Current Score
78
Projected Score
91
Improvement
+13 pts
Add Organization schema +6 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
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