AI Visibility Scorecard
leoncircle.com · Technology
Somewhat visible. AI bots can read Leon Circle, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#464,480 of 2,705,712 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
20
Muse Index Score
iAI agent readiness
Transactable · 20/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"A new wine club on a mission to help you drink well always. Chris Leon selects the wine you should be drinking each month - savvy, honest, delicious wine that's inspiring him now and he's." That is how Leon Circle introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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.
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 5.4/10, Leon Circle has a working base to build on - fixable, and the signals above are where to start.
What to Expect Every Month?
Three Small Production Wines From top domaines or emerging stars, these are low-intervention, expressive wines from some of the most quality-driven small producers around the world. It’s wine we’re drinking ourselves, chosen excitedly by the Leon & Son buying team. Tasting Notes You'll Love We break down how to describe each wine like a pro.
Is this your brand?
The exact fixes for Leon Circle
Which AI engines already crawl you
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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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Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/leoncircle
Cite this score: Engagemii (2026). "AEO Score for Leon Circle." Retrieved from https://engagemii.com/aeo/brands/leoncircle
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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