#918,894 OF 1,393,426 IN FOOD & BEVERAGE
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AI Visibility Scorecard
MCM UNIT
mcmunit.com · Food & Beverage
Borderline visible. AI bots can crawl MCM UNIT, 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
#918,894 of 1,393,426 in Food & Beverage for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About MCM UNIT
from our crawl and measurement
"MCM UNIT est une société spécialisée dans le rachat de métaux à Aix Les Milles. Nous rachetons vos métaux au meilleur prix: cuivre, aluminium, zinc, inox ou laiton." That is how Ferrailleur à Aix-en-Provence, rachat de métaux of AIX-EN-PROVENCE introduces itself. When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found structured data on the page (LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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 3.9/10, MCM UNIT is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MCM UNIT
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for MCM UNIT.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcmunit
Cite this score: Engagemii (2026). "AEO Score for MCM UNIT." Retrieved from https://engagemii.com/aeo/brands/mcmunit
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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