AI Visibility Scorecard
INMAAD Ingeniería de Mantenimiento
inmaad.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl INMAAD Ingeniería de Mantenimiento, 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
#71,105 of 269,181 in Manufacturing & Industrial for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About INMAAD Ingeniería de Mantenimiento
from our crawl and measurement
Ingeniería de mantenimiento is a San Nicolás de los Garza, Nuevo León business whose own site puts it this way: "Consultoría e ingeniería especializada en gestión del mantenimiento industrial. Reducimos paros no programados, actualizamos ingeniería documental y optimizamos la disponibilidad de activos." 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 (ProfessionalService) 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
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Weak
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 4/10, INMAAD Ingeniería de Mantenimiento is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
¿Le suena familiar?
Sus equipos paran sin avisar y cada hora de paro cuesta más de lo que debería. Su documentación técnica no refleja la operación real y las auditorías lo exponen. El 25% del tiempo de mantenimiento se pierde buscando componentes que deberían estar disponibles. Sus indicadores no mejoran aunque el equipo trabaja duro. Falta metodología, no esfuerzo.
Is this your brand?
The exact fixes for INMAAD Ingeniería de Mantenimiento
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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 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/inmaad
Cite this score: Engagemii (2026). "AEO Score for INMAAD Ingeniería de Mantenimiento." Retrieved from https://engagemii.com/aeo/brands/inmaad
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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