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AI Visibility Scorecard
Kentucky Derby
theroadtoderby.com · Food & Beverage
Borderline visible. AI bots can crawl Kentucky Derby, 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
#503,631 of 1,419,367 in Food & Beverage for AI visibility
4.8
/10
AEO Score
About Kentucky Derby
from our crawl and measurement
2027 Kentucky Derby & Oaks is a business whose own site puts it this way: "2027 Kentucky Derby is the 153rd renewal of The Greatest Two Minutes in Sports and will run on May 1st, 2027. Find live odds, horse bios, travel info, tickets, news, and updates." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
10
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.8/10, Kentucky Derby is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kentucky Derby
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Ingredient Label Has a Story. Is Anyone Telling It?
Food is the most intimate purchase a person makes. You're deciding what goes into your body, what you feed your family, what aligns with your values. That decision deserves more than a label and a hope.
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/theroadtoderby
Cite this score: Engagemii (2026). "AEO Score for Kentucky Derby." Retrieved from https://engagemii.com/aeo/brands/theroadtoderby
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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