AI Visibility Scorecard
Le Refuge du Sorcier
lerefugedusorcier.com · Media & Entertainment
Borderline visible. AI bots can crawl Le Refuge du Sorcier, 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 6 times
Claude · Meta AI · Amazon Alexa · Perplexity
#233,786 of 1,966,426 in Media & Entertainment for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Le Refuge du Sorcier
from our crawl and measurement
Le Refuge du Sorcier is a business whose own site puts it this way: "Le Refuge du Sorcier™ est LA destination de rêve pour tous les fans de la saga Harry Potter. Retrouve notre large catalogue de produits dérivés sous licence." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and AmazonBot (Alexa AI).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 4.2/10, Le Refuge du Sorcier is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Le Refuge du Sorcier
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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 August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lerefugedusorcier
Cite this score: Engagemii (2026). "AEO Score for Le Refuge du Sorcier." Retrieved from https://engagemii.com/aeo/brands/lerefugedusorcier
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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