AI Visibility Scorecard
BeerBook — Rate Smarter. Drink Better.
beerbookapp.com · Technology
Borderline visible. AI bots can crawl BeerBook — Rate Smarter. Drink Better., 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.
AI engines read this profile 1 times
Claude
#1,300,092 of 2,704,933 in Technology for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
About BeerBook — Rate Smarter. Drink Better.
from our crawl and measurement
BeerBook Rate Smarter. Drink Better. describes itself simply: "BeerBook uses a wider scoring scale and head-to-head rankings to build a true beer hierarchy. Not just stars, real rankings." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on a partly stated business identity and basic crawler access. What holds it back is credibility markers like credentials or reviews, structured data describing the business and sitemaps and entity links AI can follow.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 4/10, BeerBook — Rate Smarter. Drink Better. is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for BeerBook — Rate Smarter. Drink Better.
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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 July 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/beerbookapp
Cite this score: Engagemii (2026). "AEO Score for BeerBook — Rate Smarter. Drink Better.." Retrieved from https://engagemii.com/aeo/brands/beerbookapp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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