AI Visibility Scorecard
CL Référencement
clreferencement.com · Professional Services
Borderline visible. AI bots can crawl CL Référencement, 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
#195,122 of 526,488 in Professional Services for AI visibility
5
AEO Visibility
iBorderline · 4.9/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
4
AI Adoption
iBasic · 4/100
About CL Référencement
from our crawl and measurement
CL Référencement is a business whose own site puts it this way: "Votre référencement à Mulhouse et dans toute la France ! Mes prestations: consultant seo, formatrice marketing digital et gestion des réseaux sociaux." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (Organization, Person, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
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
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 4.9/10, CL Référencement is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Quels résultats de positionnement avec CL Référencement ?
90% des internautes effectuent des recherches sur la 1ère page Google uniquement.Corinne Leclère, consultante en référencement à Mulhouse, optimise les performances SEO de votre site web pour atteindre votre objectif de positionnement.Retrouvez mes études de cas accompagnées de résultats pour vous faire une idée de mes compétences en tant qu’experte SEO depuis plus de 13 ans.CL Référencement c’est aussi : 0.
Pourquoi faire confiance à CL Référencement ?
Votre satisfaction primeObtenez les résultats souhaités pour votre site web grâce au soutien et à la disponibilité de votre consultante en référencement à Mulhouse.
Is this your brand?
The exact fixes for CL Référencement
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for CL Référencement.
Source & Attribution
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/clreferencement
Cite this score: Engagemii (2026). "AEO Score for CL Référencement." Retrieved from https://engagemii.com/aeo/brands/clreferencement
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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