AI Visibility Scorecard
CLEO
cleo.com.mx · Healthcare
Borderline visible. AI bots can crawl CLEO, 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
#472,135 of 919,067 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
0
AI Adoption
iNone detected · 0/100
About CLEO
from our crawl and measurement
"Microcirugía de cataratas y cirugía refractiva en Morelia. Dr. Leonardo García Rojas, formación Conde de Valenciana (UNAM). Más de 5,000 cirugías." That is how CLEO of Morelia, Michoacán introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found structured data on the page (MedicalBusiness, Physician, FAQPage) and a readable heading structure. It is missing an llms.txt file and a sitemap.
By its own structured data it is a medical business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.7/10, CLEO is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
¿Tu visión se nubla con los años?
La catarata tiene tratamiento. La operación de cataratas es una microcirugía ambulatoria, sin hospitalización: con lentes intraoculares premium (monofocales, tóricos y multifocales) muchos pacientes recuperan nitidez, color y profundidad, reduciendo en muchos casos su dependencia de anteojos.
¿Quieres reducir tu dependencia de los lentes?
Cirugía láser de ojos (LASIK) para dejar de depender de tus lentes. FemtoLASIK y PRK Zero Touch corrigen miopía, astigmatismo e hipermetropía. Una evaluación completa previa confirma si eres buen candidato.
Is this your brand?
The exact fixes for CLEO
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 CLEO.
Source & Attribution
Scored by Engagemii on September 22, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cleo-com-mx
Cite this score: Engagemii (2026). "AEO Score for CLEO." Retrieved from https://engagemii.com/aeo/brands/cleo-com-mx
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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