AI Visibility Scorecard
MX Lighthouse
mxlighthouse.com · Education
Somewhat visible. AI bots can read MX Lighthouse, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 13 times
Meta AI · Claude · Apple Intelligence · Perplexity
#78,585 of 937,653 in Education for AI visibility
6
AEO Visibility
iVisible · 6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About MX Lighthouse
from our crawl and measurement
MX Lighthouse is a Ciudad de México, México business whose own site puts it this way: "Consultoría mexicana en habilidades suaves y capacitación de Team Building, Servicio al Cliente, Presentaciones Efectivas, Liderazgo, Perfiles de personalidad, Ventas." Its AI visibility score is 6.0 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Place, EducationalOrganization, Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
Inbound links from other sites.
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 6/10, MX Lighthouse has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
¿CÓMO AYUDAMOS A LAS COMPAÑÍAS?
No somos otra compañía de capacitación. Somos el motor de cambio para los negocios. Combinamos simuladores de negocio, dinámicas, formación y reflexión guiada para convertir el aprendizaje en nuevas formas de actuar.
¿Qué necesita vivir tu equipo para trabajar mejor?
Agenda una conversación de diagnóstico y descubre la experiencia de aprendizaje más adecuada para tu equipo.
Is this your brand?
The exact fixes for MX Lighthouse
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.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mxlighthouse
Cite this score: Engagemii (2026). "AEO Score for MX Lighthouse." Retrieved from https://engagemii.com/aeo/brands/mxlighthouse
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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