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AI Visibility Scorecard
brewingindustryguide.com · Food & Beverage
Somewhat visible. AI bots can read Brewing Industry Guide, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Apple Intelligence · Claude · ChatGPT
#7,178 of 1,354,827 in Food & Beverage for AI visibility
6.5
/10
AEO Score
from our crawl and measurement
Brewing Industry Guide describes itself simply: "Independent analysis and practical insights for in-planning and growth-stage breweries: business strategy, operations, sales, marketing, and production." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
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.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
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
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 6.5/10, Brewing Industry Guide has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Brewing Industry Guide
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Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/brewingindustryguide
Cite this score: Engagemii (2026). "AEO Score for Brewing Industry Guide." Retrieved from https://engagemii.com/aeo/brands/brewingindustryguide
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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