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AI Visibility Scorecard
Colmard Clean Auto
colmardcleanauto.com · Technology
Borderline visible. AI bots can crawl Colmard Clean Auto, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,295,016 of 2,637,789 in Technology for AI visibility
4.7
/10
AEO Score
About Colmard Clean Auto
from our crawl and measurement
"Colmard Clean Auto est une entreprise de nettoyage, de lustrage et d'esthétique automobile." That is how Nettoyage automobile of Champ-sur-Drac introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.5 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.7/10, Colmard Clean Auto is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Colmard Clean Auto
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 Colmard Clean Auto.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/colmardcleanauto
Cite this score: Engagemii (2026). "AEO Score for Colmard Clean Auto." Retrieved from https://engagemii.com/aeo/brands/colmardcleanauto
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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