AI Visibility Scorecard
mezcalcodex.com · Food & Beverage
Borderline visible. AI bots can crawl The Ultimate Mezcal Guide, 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
#815,703 of 1,391,322 in Food & Beverage for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Food & Beverage average 12
Top 45% of Food & Beverage
See what's behind this score →3.6
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Food & Beverage average 2. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Food & Beverage average 18
See what's behind this score →0
from our crawl and measurement
"The Mezcal Codex is a project aimed at becoming the most informational mezcal guide on the internet. Learn about the magic of mezcal here." That is how The Ultimate Mezcal Guide introduces itself. When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
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
Fair
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
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.6/10, The Ultimate Mezcal Guide is crawlable but under-signaled - fixable, and the signals above are where to start.
What is Agave?
The agave plant, often called “maguey” (more on that later), is the heart and soul of mezcal. With over 200 species of agave, about 54 are approved for mezcal production. Each species has its own timeline, taking anywhere from 7 to 30 years to mature, depending on the variety and growing conditions.
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The exact fixes for The Ultimate Mezcal Guide
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mezcalcodex
Cite this score: Engagemii (2026). "AEO Score for The Ultimate Mezcal Guide." Retrieved from https://engagemii.com/aeo/brands/mezcalcodex
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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