AI Visibility Scorecard
Madame Ferrand Audrey (EI)
· Technology
Borderline visible. AI bots can crawl Madame Ferrand Audrey (EI), 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 1 times
Claude
#2,265,831 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Madame Ferrand Audrey (EI)
from our crawl and measurement
audreyferrand.com is a Bourges business whose own site puts it this way: "Madame Ferrand Audrey, une professionnelle de la diététique et de la nutrition à votre écoute à Bourges. Consultations et formations sur rendez-vous." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
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
Strong
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
Weak
No inbound links found yet.
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 3.5/10, Madame Ferrand Audrey (EI) is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Pourquoi faire appel à Audrey Ferrand sur Bourges ?
Depuis 2012, je reçois dans son cabinet de Bourges en tant que diététicienne libérale mais pas que... Puisque depuis 2017 je pratique l'hypnose, associée ou non à ma pratique de diététicienne. Riche d’une expérience de plus de 20 ans dans mon domaine, j’ai enrichi ma pratique de tout un tas de formations, notamment en thérapies brèves pour accompagner de façon beaucoup plus globale.
Is this your brand?
The exact fixes for Madame Ferrand Audrey (EI)
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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 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/audreyferrand
Cite this score: Engagemii (2026). "AEO Score for Madame Ferrand Audrey (EI)." Retrieved from https://engagemii.com/aeo/brands/audreyferrand
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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