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AI Visibility Scorecard
Roan To Riches
roantoriches.com · Membership Organizations
Somewhat visible. AI bots can read Roan To Riches, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude · Apple Intelligence
#10,802 of 84,506 in Membership Organizations for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
35
Muse Index Score
iAI agent readiness
Basic · 35/100
0
AI Adoption
iNone detected · 0/100
About Roan To Riches
from our crawl and measurement
"The Roan To Riches (R2R) program is comprised of a Roan To Riches Stallion Service Sale and Roan To Riches Futurity. The Roan To Riches is property of the American Roan Horse...." That is how Roan To Riches of Hamilton, IN introduces itself. Its AI visibility score is 5.8 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (WebSite, LocalBusiness), an llms.txt file for AI models, a sitemap.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
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
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
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 5.8/10, Roan To Riches has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Roan To Riches
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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/roantoriches
Cite this score: Engagemii (2026). "AEO Score for Roan To Riches." Retrieved from https://engagemii.com/aeo/brands/roantoriches
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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