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AI Visibility Scorecard

Lagunitas Brewing Company

Lagunitas Brewing Company

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lagunitas.com · Food & Beverage

Somewhat visible. AI bots can read Lagunitas Brewing Company, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 5 times

Apple Intelligence · ChatGPT · Claude · Meta AI

#23,978 of 1,354,827 in Food & Beverage for AI visibility

6.2

/10

AEO Score

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About Lagunitas Brewing Company

from our crawl and measurement

Lagunitas is a business whose own site puts it this way: "Skip to home page Skip to main content Navigation Opener Navigation Close Brews Learn Buy SCHWAG Taproom Music STORIES About Us Sign up for news and updates Thanks for subscribing!." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.2 out of 10, readable in places and missing in others.

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

AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).

Industry · Food & Beverage
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

7

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

2

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Authority

4

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

5

Press and news coverage.

Community

0

No community discussion yet.

Social Mentions

1

Social discussion and mentions.

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 6.2/10, Lagunitas Brewing Company has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Lagunitas Brewing Company

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Lagunitas Brewing Company: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Lagunitas Brewing Company." Retrieved from https://engagemii.com/aeo/brands/lagunitas

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

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