AI Visibility Scorecard
FEMSA
femsa.com · Healthcare
Borderline visible. AI bots can crawl FEMSA, 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
#236,096 of 924,420 in Healthcare for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
Business relationships
4 companies linked through SEC annual reports. See customers, suppliers and partners →
About FEMSA
from our crawl and measurement
"FEMSA es una empresa que genera valor económico y social por medio de empresas e instituciones y busca ser el mejor empleador y vecino de las comunidades en donde tiene presencia." That is how Home introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) 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
Good
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
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 4/10, FEMSA is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for FEMSA
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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 FEMSA.
Source & Attribution
Scored by Engagemii. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/femsa
Cite this score: Engagemii (2026). "AEO Score for FEMSA." Retrieved from https://engagemii.com/aeo/brands/femsa
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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