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AI Visibility Scorecard
mdbeducation.com · Media & Entertainment
Borderline visible. AI bots can crawl MDB, 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
#1,198,708 of 1,911,196 in Media & Entertainment for AI visibility
4.3
/10
AEO Score
from our crawl and measurement
MDB EDUCATION is a business whose own site puts it this way: "MDB EDUCATION: Ayudamos a propietarios de salón y estilistas a crear un negocio rentable sin necesidad de vivir pegado al sillón." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 4.3/10, MDB is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for MDB
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mdbeducation
Cite this score: Engagemii (2026). "AEO Score for MDB." Retrieved from https://engagemii.com/aeo/brands/mdbeducation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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