AI Visibility Scorecard
Cellar Cheese Shop
cellarcheeseshop.com · Food & Beverage
Borderline visible. AI bots can crawl Cellar Cheese Shop, 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 3 times
Meta AI · Claude
#1,122,739 of 1,394,029 in Food & Beverage for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Cellar Cheese Shop
from our crawl and measurement
Cellar Cheese Shop is a costa mesa, CA business whose own site puts it this way: "The cheese shop in Costa Mesa has a wide selection of hard to find cheeses. The cheese mongers know their stuff, and don't miss the sandwiches!." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
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.
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 3.4/10, Cellar Cheese Shop is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cellar Cheese Shop
Which AI engines already crawl you
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cellarcheeseshop
Cite this score: Engagemii (2026). "AEO Score for Cellar Cheese Shop." Retrieved from https://engagemii.com/aeo/brands/cellarcheeseshop
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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