AI Visibility Scorecard
Liquid Collab
theliquidcollab.com · Food & Beverage
At 1.1/10, Liquid Collab is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#1,330,872 of 1,392,941 in Food & Beverage for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 39% of Food & Beverage companies
1
AEO Visibility
iNear-invisible · 1.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Liquid Collab
from our crawl and measurement
"The Liquid Collaborative, is a private event collaboration in mixology specializing in the craft cocktail experience through our event bartending services, Brand Ambassadorships and." That is how Liquid Collab introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.1 out of 10.
Our crawl found structured data on the page (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
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 1.1/10, Liquid Collab is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Liquid Collab
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Liquid Collab.
Source & Attribution
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/theliquidcollab
Cite this score: Engagemii (2026). "AEO Score for Liquid Collab." Retrieved from https://engagemii.com/aeo/brands/theliquidcollab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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