AI Visibility Scorecard
Catrinas Mexican Grill
catrinaschs.com · Food & Beverage
Borderline visible. AI bots can crawl Catrinas Mexican Grill, 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
Claude · ShapBot
#377,981 of 1,391,735 in Food & Beverage for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Food & Beverage average 12
Top 16% of Food & Beverage
See what's behind this score →4
-
Network Authority
iNot connected yet
Food & Beverage average 0.0
0 relationships · Food & Beverage average 2
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Food & Beverage average 18
See what's behind this score →0
About Catrinas Mexican Grill
from our crawl and measurement
Catrinas Mexican Grill, based in Johns Island, SC, describes itself simply: "There’s a certain ease to walking in, the kind that invites you to stay a while and settle in. Catrinas Mexican Grill in John’s Island brings a thoughtful approach to everyday favorites." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (Restaurant), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). By its own structured data it is a restaurant business.
- Company ·
- Catrinas Mexican Grill
- Website ·
- catrinaschs.com
- Industry ·
- Food & Beverage
- Location ·
- Johns Island, SC
- 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
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
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.
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, Catrinas Mexican Grill is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
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Is this your brand?
The exact fixes for Catrinas Mexican Grill
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.
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Source & Attribution
Scored by Engagemii on September 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catrinaschs
Cite this score: Engagemii (2026). "AEO Score for Catrinas Mexican Grill." Retrieved from https://engagemii.com/aeo/brands/catrinaschs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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