#823,267 OF 1,385,545 IN FOOD & BEVERAGE
SCORE HISTORY BEGINS 2026-09-21
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AI Visibility Scorecard
Citrus
citrusdc.com · Food & Beverage
Borderline visible. AI bots can crawl Citrus, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#823,267 of 1,385,545 in Food & Beverage for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Citrus
from our crawl and measurement
"We are an independent coffee shop in the heart of Cheshire. In the middle of Kelsall village, we have won Great Taste awards for our coffee, we have nearly 5-star ratings on review." That is how Home of Kelsall, Cheshire introduces itself. When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found structured data on the page (Place, CafeOrCoffeeShop, Organization). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
By its own structured data it is a cafe business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
0
Little domain authority yet.
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 3.9/10, Citrus is crawlable but under-signaled - fixable, and the signals above are where to start.
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Citrus.
Source & Attribution
Scored by Engagemii on September 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/citrusdc
Cite this score: Engagemii (2026). "AEO Score for Citrus." Retrieved from https://engagemii.com/aeo/brands/citrusdc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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