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AI Visibility Scorecard

Mezcal Cambujo

Mezcal Cambujo

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cambujo.com · Food & Beverage

At 3/10, Mezcal Cambujo is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 5 times

Claude · Apple Intelligence · Meta AI

#1,110,819 of 1,358,004 in Food & Beverage for AI visibility

3

/10

AEO Score

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About Mezcal Cambujo

from our crawl and measurement

Cambujo, based in Midrand, GT, describes itself simply: "It is a tribute to mestizaje flavors in motion, migrating stories, and experiences born at the crossroads of cultures." When AI engines look at it, they find little to work with. It scores 3.0 out of 10.

On its own pages the site does well on a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data. What holds it back is sitemaps and entity links AI can follow, a heading structure that lays out what it offers and credibility markers like credentials or reviews.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Food & Beverage
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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 3/10, Mezcal Cambujo is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Mezcal Cambujo

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Mezcal Cambujo: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

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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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/cambujo

Cite this score: Engagemii (2026). "AEO Score for Mezcal Cambujo." Retrieved from https://engagemii.com/aeo/brands/cambujo

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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