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AI Visibility Scorecard
ypmex.com · Food & Beverage
Borderline visible. AI bots can crawl Yellow Pages México, 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
#1,022,068 of 1,346,094 in Food & Beverage for AI visibility
3.3
/10
AEO Score
from our crawl and measurement
"Encuentra negocios locales, todos los negocios en un solo lugar. Agrega tu negocio hoy mismo y llega a miles en su celular." That is how Yellow Pages México introduces itself. When AI engines look at it, they find little to work with. It scores 3.3 out of 10.
The site gets some of it right: it has structured data on the page (WebSite, SearchAction, WebPage), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
5
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
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 3.3/10, Yellow Pages México is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Yellow Pages México
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Weekly ChatGPT & Claude citation tracking
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ypmex
Cite this score: Engagemii (2026). "AEO Score for Yellow Pages México." Retrieved from https://engagemii.com/aeo/brands/ypmex
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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