AI Visibility Scorecard
mabeleau.com · Beauty & Personal Care
Somewhat visible. AI bots can read Ecobulles, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#27,687 of 208,501 in Beauty & Personal Care for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
78
Muse Index Score
iAI agent readiness
Agent-ready · 78/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
L’Adoucisseur d’eau au CO2, Made in France describes itself simply: "Ecobulles est la solution alternative à l'adoucisseur au sel. Anti-calcaire, écologique et économique. Optez pour l'injection de CO2." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), an llms.txt file for AI models and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
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 5.5/10, Ecobulles has a working base to build on - fixable, and the signals above are where to start.
Vous recherchez un adoucisseur d’eau pour lutter contre le calcaire ?
Découvrez Ecobulles : l’adoucisseur anti-calcaireau CO₂ qui neutralise le tartre sans sel.CERIB 130015La solution anti-calcaire par injection de CO₂À quoi sert un adoucisseur d’eau ?À protéger vos canalisations, votre électroménager et votre confort contre les méfaits du calcaire. Mais tous les adoucisseurs ne se valent pas.
Comment choisir un adoucisseur d’eau pour son appartement ?
Sommaire Appartement et calcaire : pourquoi la question se pose...
Is this your brand?
The exact fixes for Ecobulles
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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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Scored by Engagemii on October 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mabeleau
Cite this score: Engagemii (2026). "AEO Score for Ecobulles." Retrieved from https://engagemii.com/aeo/brands/mabeleau
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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