AI Visibility Scorecard
LiquidRails
aidirectbeverage.com · E-commerce
Borderline visible. AI bots can crawl LiquidRails, 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 2 times
Claude · Perplexity
#207,905 of 739,371 in E-commerce for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
E-commerce average 18
Top 50% of E-commerce
See what's behind this score →4
-
Network Authority
iNot connected yet
E-commerce average 0.0
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
E-commerce average 27
See what's behind this score →12
About LiquidRails
from our crawl and measurement
LiquidRails is a business whose own site puts it this way: "Complete DTC E-Commerce platform for beverage alcohol brands: compliant online sales, national distribution, payments, fulfillment, and marketing." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (ProfessionalService, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- LiquidRails
- Website ·
- aidirectbeverage.com
- Industry ·
- E-commerce
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Sep 29, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 read your site and name it in answers. At 4/10, LiquidRails is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LiquidRails
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for LiquidRails.
Source & Attribution
Scored by Engagemii on September 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/aidirectbeverage
Cite this score: Engagemii (2026). "AEO Score for LiquidRails." Retrieved from https://engagemii.com/aeo/brands/aidirectbeverage
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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