AI Visibility Scorecard
emmcontigo.com · Education
At 2.46/10, Escuela Nacional de MEcánica de Motcicletas is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude · Parallel
Top 10% in Education for AI visibility
<1
2.46
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
Education average 13
See what's behind this score →0
from our crawl and measurement
Escuela Nacional de MEcánica de Motcicletas is a business whose own site puts it this way: "Escuela Nacional de Mecánica de Motocicletas, EMM. Estudia cualquiera de nuestras 6 especialidades en mecánica de motocicletas." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.46 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.
AI crawlers have read this profile 2 times in our tracking, including ClaudeBot (Anthropic) and ShapBot (Parallel).
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.46/10, Escuela Nacional de MEcánica de Motcicletas is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
¿Cuánto podrías ganar como técnico mecánico en motocicletas?
Ingresos mensuales estimados desde $9,500 hasta $30,000 como técnico en mecánica de motocicletas. Ciudad Tlalnepantla / Edo.
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/emmcontigo
Cite this score: Engagemii (2026). "AEO Score for Escuela Nacional de MEcánica de Motcicletas." Retrieved from https://engagemii.com/aeo/brands/emmcontigo
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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