AI Visibility Scorecard
Diseño y Ejecución Obras MEP | UNAUNCUARTO
unauncuarto.com · Home & Living
Borderline visible. AI bots can crawl Diseño y Ejecución Obras MEP | UNAUNCUARTO, 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 7 times
Meta AI · Claude · Apple Intelligence · ShapBot
#812,548 of 1,377,992 in Home & Living for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Diseño y Ejecución Obras MEP | UNAUNCUARTO
from our crawl and measurement
Diseño y Ejecución Obras MEP is a Cancún, Quintana Roo business whose own site puts it this way: "Somos un grupo de profesionales con más de 20 años de experiencia en renta de maquinaria, instalaciones Hidrosanitarias, contra incendio, eléctricas y HVAC." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (HomeAndConstructionBusiness, Organization), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a home services business.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
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 3.6/10, Diseño y Ejecución Obras MEP | UNAUNCUARTO is crawlable but under-signaled - fixable, and the signals above are where to start.
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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.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/unauncuarto
Cite this score: Engagemii (2026). "AEO Score for Diseño y Ejecución Obras MEP | UNAUNCUARTO." Retrieved from https://engagemii.com/aeo/brands/unauncuarto
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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