AI Visibility Scorecard
→ Restaurant Gastronomique Lyon · Auberge du Pont de Collonges · Accueil
bocuse.fr · Food & Beverage
Borderline visible. AI bots can crawl → Restaurant Gastronomique Lyon · Auberge du Pont de Collonges · Accueil, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 4 times
Meta AI · Claude
#45,441 of 1,392,261 in Food & Beverage for AI visibility
3
5
AEO Visibility
iBorderline · 4.6/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About → Restaurant Gastronomique Lyon · Auberge du Pont de Collonges · Accueil
from our crawl and measurement
→ Restaurant Gastronomique Lyon · Auberge du Pont de Collonges · Accueil describes itself simply: "OFFICIEL | Paul Bocuse · L’auberge du Pont de Collonges ✓ Restaurant Gastronomique proche de Lyon ✓ Grand Chef Cuisinier Français ✓ Découvrez la Carte & les Menus ✓ Réservez votre Table en." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.6/10, → Restaurant Gastronomique Lyon · Auberge du Pont de Collonges · Accueil is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for → Restaurant Gastronomique Lyon · Auberge du Pont de Collonges · Accueil
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bocuse-fr
Cite this score: Engagemii (2026). "AEO Score for → Restaurant Gastronomique Lyon · Auberge du Pont de Collonges · Accueil." Retrieved from https://engagemii.com/aeo/brands/bocuse-fr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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