AI Visibility Scorecard
Marie Fran
mfl-coaching.com · Technology
At 0.9/10, Marie Fran is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Apple Intelligence
<1
0.9
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →10
Muse Index Score
iAI agent readiness
Basic · 10/100
Technology average 17
See what's behind this score →0
About Marie Fran
from our crawl and measurement
Marie Fran describes itself simply: "Accompagnement par le coaching, individuel ou de couple. Spécialité addictons, famille, santé au travail." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 0.9 out of 10.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
- Company ·
- Marie Fran
- Website ·
- mfl-coaching.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page 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
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 0.9/10, Marie Fran is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Le Coaching, c'est quoi ?
Coacher un individu ou un couple, c'est l'amener à découvrir son potentiel pour le conduire vers l'autonomie. C'est ouvrir un espace des possibles en clarifiant avec l'individu ou le couple, ses objectifs. Le coaching est orienté résultats concrets et mesurables ABOUTABOUT ME Ls jolies constructions ne disparaissent pas, elles se restaurent.
Is this your brand?
The exact fixes for Marie Fran
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mfl-coaching
Cite this score: Engagemii (2026). "AEO Score for Marie Fran." Retrieved from https://engagemii.com/aeo/brands/mfl-coaching
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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