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AI Visibility Scorecard

Katrina Brewing Co

Katrina Brewing Co

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katrinabrewing.com · E-commerce

Borderline visible. AI bots can crawl Katrina Brewing Co, 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

#370,505 of 639,051 in E-commerce for AI visibility

4.2

/10

AEO Score

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About Katrina Brewing Co

from our crawl and measurement

"We are proud to produce Mexican non-alcoholic craft brews, in celebration of the rich culture, timeless traditions, and vibrant people of Mexico." That is how Katrina Brewing Co. introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.

Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.

Industry · E-commerce
Last scored · Aug 7, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

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

10

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

AI Discoverability

6

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

1

Established authority for your domain.

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 4.2/10, Katrina Brewing Co is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Katrina Brewing Co

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Katrina Brewing Co: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

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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Source & Attribution

Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Katrina Brewing Co." Retrieved from https://engagemii.com/aeo/brands/katrinabrewing

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

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