AI Visibility Scorecard
ilovegin.com · E-commerce
Borderline visible. AI bots can crawl I Love Gin, 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 4 times
Claude · Apple Intelligence · Meta AI
#26,040 of 739,287 in E-commerce for AI visibility
58
AI Naming Predictability
iRarely named · 58/100
E-commerce average 18
Top 8% of E-commerce
See what's behind this score →5
-
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
E-commerce average 27
See what's behind this score →0
0
from our crawl and measurement
I Love Gin describes itself simply: "I Love Gin - The Monthly Gin & Tonic Box That Helps You Discover, Taste and Enjoy New Gins, Tonics and Mixers. All Delivered to Your Door in Beautiful Miniature Bottles." When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
On its own pages the site does well on a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data and basic crawler access. What holds it back is credibility markers like credentials or reviews.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 4.7/10, I Love Gin is crawlable but under-signaled - fixable, and the signals above are where to start.
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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.
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ilovegin
Cite this score: Engagemii (2026). "AEO Score for I Love Gin." Retrieved from https://engagemii.com/aeo/brands/ilovegin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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