AI Visibility Scorecard
Libations and Lattes
anerdcooks.com · Food & Beverage
Borderline visible. AI bots can crawl Libations and Lattes, 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 8 times
Claude · Meta AI · ShapBot
#14,233 of 1,392,413 in Food & Beverage for AI visibility
23
AI Naming Predictability
iNamed occasionally · 23/100
More likely to be named than 99% of Food & Beverage companies
5
AEO Visibility
iBorderline · 4.9/10
20
Muse Index Score
iAI agent readiness
Agent-ready · 20/100
0
AI Adoption
iNone detected · 0/100
About Libations and Lattes
from our crawl and measurement
Libations and Lattes describes itself simply: "Browse dozens of delicious and impressive, yet totally approachable, drink recipes that can be made right in your own kitchen." When AI engines look at it, they find little to work with. It scores 4.9 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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
Fair
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 4.9/10, Libations and Lattes is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Libations and Lattes
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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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/anerdcooks
Cite this score: Engagemii (2026). "AEO Score for Libations and Lattes." Retrieved from https://engagemii.com/aeo/brands/anerdcooks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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