auvergnerhonealpes.fr 34 F
🛡️ SEO 0 🤖 GEO 28 ⚡ Perf 80 🏗️ Arch 46

auvergnerhonealpes.fr — Global SEODiff Score 34/100

auvergnerhonealpes.fr
📊

AI crawlers face major barriers indexing auvergnerhonealpes.fr, resulting in a low 10/100 ACRI rating that demands urgent attention. In the ecommerce sector, auvergnerhonealpes.fr underperforms relative to the average (57), indicating room for competitive improvement. The low ghost ratio (10%) confirms that what crawlers see matches what users see — a hallmark of strong SSR implementation. A 13.5× bloat ratio is typical for sites in this tech tier — not wasteful, but streamlining could further boost extractability. Zero schema blocks puts this site at a disadvantage in knowledge graph and AI-answer pipelines that rely on explicit structured data. The site maintains an open-door policy for AI crawlers — GPTBot, ClaudeBot, and other major agents are all allowed.

34
F — Global SEODiff Score
Comprehensive search visibility assessment
Significant improvement opportunities. Start with Traditional SEO (0).
🎯 Top Fix: Add Organization + WebSite JSON-LD → +5–8 pts
⚠️ Crawl Blocked: Suspected anti-bot protection (minimal content)
🔬 Automated SEODiff Assessment · Snapshot: Mar 6, 2026 · 📋 API
📈 ACRI Trend 20 snapshots
Feb 22 Mar 6
🔔 Recent AI Indexing Activity
No recent changes detected by adaptive crawler.
Does your site score higher than auvergnerhonealpes.fr?
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)0 × 0.25 = 0.0
🤖 AI Readiness / GEO (40% weight)28 × 0.40 = 11.2
⚡ Performance (20% weight)80 × 0.20 = 16.0
🏗️ Architecture & Trust (15% weight)46 × 0.15 = 6.9
Weighted sum = 0.0 + 11.2 + 16.0 + 6.9
Global SEODiff Score = 34 (F)
📊 ACRI Sub-Scores (AI Readiness Detail)
100
Bot Access
avg 92
97
Rendering
avg 93
0
Structure
avg 36
0
Schema
avg 9
50
Tech Stack
avg 63
🔀
Visibility Delta: Google vs AI
Google (Tranco)
Top 3%
Rank #27250
+75 pts
Gap
AI (ACRI)
Top 77%
Score 10/100

auvergnerhonealpes.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 auvergnerhonealpes.fr ranks here

Tech stackCustom / Proprietary
Industryecommerce
RenderingHybrid
Schema coverage0 blocks
Token bloat13.5×

Fastest improvements

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

⚠️ Crawl Failed: Anti-Bot Protection Detected

Suspected anti-bot protection (minimal content)

The scores below may not reflect actual site quality. The crawler received a challenge page instead of real content.

🛡️

Traditional SEO

0/100 25 % of Global Score 🟡 Medium Confidence

📝 Title Tag

29 chars
Too short

Optimal range: 30–60 characters for SERP display.

📋 Meta Description

0 chars
Missing

Optimal range: 120–160 characters for snippet control.

🔤 Heading Hierarchy

  • ✓ Exactly 1 <h1> tag — found 1
  • ✗ Has <h2> headings — found 0
  • ✓ <h2> not before <h1>

🔍 Indexability

  • ✗ Canonical tag present
  • ✗ 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

28/100 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, plantes-avenue.fr (ACRI: 88) 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 →
auvergnerhonealpes.fr
12
Your ACRI Score
88
Industry Peer ACRI
AI models prioritize pages with strong semantic structure and schema coverage. plantes-avenue.fr has schema coverage of 7 blocks and uses PrestaShop. 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 10%
0% — Safe 50% 100% — Risk
Status Server-Side Rendered (Safe)
Rendering Type Hybrid

📊 Structure & Information Density Docs

Structure Grade 0/100 — Poor
Structured Elements 0 elements (0 lists, 0 rows, 0 headers)
Total Words13
Raw Density0.0%
💡Low structure score (0/100). Very little extractable text detected (13 words). AI crawlers may be blocked from accessing the real page content — check the Ghost Ratio and Bot Access sections.

🏷️ 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

32
AI Extractability
Low
Crawl Cost
None
Blocklist Risk
Extractability32/100 — AI models can barely extract answers from this page
Crawl CostLow (10/100) — efficient for AI crawlers to process
Blocklist RiskNone — 0 of 5 AI crawlers blocked

Token Bloat Research

7%
🗑️ 93%
Useful Content (385 B)Bloat (4.7 KB)
Token Bloat Ratio13.5× — Normal

Multimodal Readiness

Visual Context100% Optimized for Vision
Image Alt Coverage1 / 1 images have alt text

TDM Rights

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

🔥 Structural Entropy Check Research

0 Entropy
Poor Token Bloat: High
Noise Ratio: 92.6% · SNR: 0.08 · Signal: 96 / Noise: 1199 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 auvergnerhonealpes.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
This SaaS platform provides AI-powered sprint planning and resource optimization for distributed teams, streamlining project workflows and improving team efficiency.
Target Audience
Engineering managers, product managers, and CTOs managing remote and hybrid teams.
Pricing Model
Tiered subscription model: Free plan with limited features, paid plans starting at $10/user/month.
🔗 Integration Partners
SlackGitHub
🏆 Competitive Moat
AI-driven sprint planning with real-time resource allocation and predictive analytics, offering a more sophisticated solution than traditional project management tools.
📊 Content Depth
8/10
🔄 Programmatic SEO Signals
Integration directory pagesTemplate comparison pages
⚡ Key Pain Points
• Lack of structured FAQ schema
• Thin landing pages for features
Analyzed by SEODiff AI · 2026-03-01

🔧 Tech Stack

AI-Readiness Score50/100
Server
CDN
HTTP Status200
Load Time721 ms
Raw HTML Size5.1 KB
Visible Text Size385 B

Performance & Speed

80/100 20 % of Global Score 🟢 High Confidence

⏱️ Time to First Byte

721 ms
Slow — bots may time out or deprioritise

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

📦 Page Weight

16
DOM nodes
5 KB
HTML payload
Lean page — fast for bots and users

🗄️ Cache & CDN

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

46/100 15 % of Global Score 🔴 Low Confidence

🗺️ Sitemap & Robots

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

🔗 Linking

0
internal links
0
external links
Very few internal links — crawlers may miss important pages

🔒 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 is currently blocking AI crawlers. Unblock them and rescan to earn your AI-Verified badge.

AI-Verified badge for auvergnerhonealpes.fr
Unverified — crawl access is blocked
<a href="https://seodiff.io/radar/domains/auvergnerhonealpes.fr" rel="noopener"><img src="https://seodiff.io/api/v1/badge?domain=auvergnerhonealpes.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 100 pages · Deep-10

Homepage ACRI
12
Single-page score
+39
Subpages outperform homepage
Δ delta
Site-Wide ACRI
51
Avg across 100 pages · Range 36–67
Topical Cohesion
14%
Topical Drift
TF-IDF cosine similarity
Total Words
45483
Avg Bloat
53.7×
Page Type ACRI Token Bloat Words Status
https://www.auvergnerhonealpes.fr/aides/me-former-letranger-avec-la-bourse-region-mobilite-internationale-etudiants
Se former à l'étranger avec la Bourse Région Mobilité Internationale Etudiant
other 67 10.9× 2398
https://www.auvergnerhonealpes.fr/aides/restauration-patrimoine
Financer la restauration de mon patrimoine protégé "Monument Historique"
pricing 67 14.1× 1566 💰 Pricing
https://www.auvergnerhonealpes.fr/aides/obtenir-le-financement-de-ma-formation-individuelle
Obtenir le financement de ma formation individuelle
pricing 67 14.1× 1699 💰 Pricing
https://www.auvergnerhonealpes.fr/aides/travaux-equipement-arts-plastiques
Financer les travaux d'aménagement et de rénovation de mon atelier, ma résidence d'artiste plasticien, de mon lieu de diffusion
pricing 67 15.3× 1488 💰 Pricing
https://www.auvergnerhonealpes.fr/aides/equipement-arts-plastiques
Financer l'achat d'équipement pour mon atelier, ma résidence d'artiste plasticien, mon lieu de diffusion d'art contemporain
other 67 16.0× 1410
https://www.auvergnerhonealpes.fr/aides/obtenir-une-bourse-pour-suivre-une-formation-dans-le-secteur-sante-social
Obtenir une bourse pour suivre une formation dans le secteur santé-social
other 67 15.0× 1513
https://www.auvergnerhonealpes.fr/aides/etre-labellise-formations-du-campus-region-du-numerique
Etre labellisé "formations du Campus Région du numérique"
other 62 30.0× 586
https://www.auvergnerhonealpes.fr/aides/region-commerce-et-artisanat-financer-mon-materiel-en-tant-que-professionnel-des-marches
Financer l'investissement de mon commerce non-sédentaire
other 62 32.4× 546
https://www.auvergnerhonealpes.fr/aides/region-commerce-et-artisanat-amenager-un-premier-ou-dernier-commerce-en-milieu-rural
Aménager un premier ou dernier commerce en milieu rural
pricing 62 33.3× 535 💰 Pricing
https://www.auvergnerhonealpes.fr/aides/festivals
Organiser un festival ou une fête du livre
other 62 33.1× 532
https://www.auvergnerhonealpes.fr/aides/financer-le-prototype-ou-la-production-dun-jeu-video
Financer le prototype d'un jeu vidéo
product 62 22.8× 784
https://www.auvergnerhonealpes.fr/aides/financer-une-creation-en-environnement-numerique-interactive-et-immersive-en-auvergne-rhone
Financer des créations artistiques numériques, avec le Fonds [SCAN]
pricing 62 32.5× 550 💰 Pricing
https://www.auvergnerhonealpes.fr/aides/developper-ou-produire-un-documentaire-de-creation-ou-une-adaptation-de-spectacle-vivant-pour
Produire une oeuvre audiovisuelle
docs 62 27.8× 657
https://www.auvergnerhonealpes.fr/aides/developper-ma-maison-dedition-independante
Développer ma maison d'édition indépendante
pricing 62 22.2× 821 💰 Pricing
https://www.auvergnerhonealpes.fr/aides/reprendre-creer-et-developper-ma-librairie-independante
Reprendre, créer et développer ma librairie indépendante
pricing 62 29.2× 607 💰 Pricing
https://www.auvergnerhonealpes.fr/aides/produire-un-court-metrage
Produire un court-métrage
other 62 27.8× 660
https://www.auvergnerhonealpes.fr/aides/financer-ma-formation-au-permis-de-conduire-b
Financer ma formation au permis de conduire
other 62 27.2× 714
https://www.auvergnerhonealpes.fr/aides/installer-un-systeme-de-securisation-aux-abords-des-gares
Installer un système de sécurisation aux abords des gares
pricing 62 28.5× 621 💰 Pricing
https://www.auvergnerhonealpes.fr/aides/obtenir-une-aide-exceptionnelle-pour-poursuivre-ma-formation-sante-social
Obtenir une aide d'urgence pour poursuivre ma formation santé-social
other 62 29.2× 676
https://www.auvergnerhonealpes.fr/ressources-presse
Ressources Presse | Région Auvergne-Rhône-Alpes
other 59 41.5× 592
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
/aides/ 95 51 0% 53.2× High JS Bloat
/actualites/ 3 51 0% 80.9× High JS Bloat
/ressources-presse/ 1 59 0% 41.5× High JS Bloat
/agenda/ 1 59 0% 25.3× High JS Bloat
🔗
Outbound External Citations
0 unique external domains cited across 100 pages
whatsapp.com ×100
tiktok.com ×100
youtube.com ×100
linkedin.com ×100
twitter.com ×100
facebook.com ×100
instagram.com ×100
aides.auvergnerhonealpes.fr ×38
🔄 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/auvergnerhonealpes.fr

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

🔗 Similar ecommerce Sites

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

Domain ACRI AI Score Tech Stack Token Bloat Schema
auvergnerhonealpes.fr (this site) 12 10 Custom / Proprietary 13.5× 0
reservation.les3vallees.com 37 64 Custom / Proprietary 9.2× 0 Compare →
lk.vinopen.ru 37 15 Custom / Proprietary 9.0× 0 Compare →
ocasa.com 37 66 Custom / Proprietary 5.5× 0 Compare →
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Compare All 5 Similar Sites →

📊 Semantic Share of Voice

How often would an AI cite auvergnerhonealpes.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…

🩹

Remediation Patches

COPY-PASTE

Auto-generated code fixes tailored to auvergnerhonealpes.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": "Auvergnerhonealpes",
  "url": "https://auvergnerhonealpes.fr",
  "logo": "https://auvergnerhonealpes.fr/logo.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": "Auvergnerhonealpes",
  "url": "https://auvergnerhonealpes.fr",
  "potentialAction": {
    "@type": "SearchAction",
    "target": "https://auvergnerhonealpes.fr/search?q={search_term_string}",
    "query-input": "required name=search_term_string"
  }
}
</script>
Reduce Token Bloat
Medium Impact ⏱ 1–2 hrs
Only 7% 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 auvergnerhonealpes.fr:

Current Score
10
Projected Score
25
Improvement
+15 pts
Add Organization schema +6 pts
Add WebSite schema +4 pts
Reduce token bloat +5 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