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AI Visibility Scorecard
Cata Chocolate
catachocolate.com · Food & Beverage
At 2.8/10, Cata Chocolate is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,168,317 of 1,354,826 in Food & Beverage for AI visibility
2.8
/10
AEO Score
About Cata Chocolate
from our crawl and measurement
Cata Chocolate, based in Coco, describes itself simply: "Explore our Cata Cacao Chocolate Shop in Playas del Coco or venture on a Chocolate Tour in our cacao farm in Bijagua." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
Our crawl found structured data on the page (LocalBusiness, WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 2.8/10, Cata Chocolate is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Cata Chocolate
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/catachocolate
Cite this score: Engagemii (2026). "AEO Score for Cata Chocolate." Retrieved from https://engagemii.com/aeo/brands/catachocolate
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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