AI Visibility Scorecard
blackroseracing.com · Education
Borderline visible. AI bots can crawl blackroseracing.com, 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
#669,785 of 937,045 in Education for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
10 Pieces Together we can create a cleaner world describes itself simply: "Imagine if you could make a huge difference to the planet by simply picking up 10 pieces of litter. With 10 Pieces, you can. Because collectively, we can make a difference." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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.
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 4.1/10, blackroseracing.com is crawlable but under-signaled - fixable, and the signals above are where to start.
How to participate in 10 Pieces?
Grab a trash sack, hand sanitiser and a pair of gloves. Pick up 10 pieces of litter wherever you choose or on one of our scheduled trips. Take a photo and share it with #10piecescleaner to inspire others. Dispose of the litter in the best way possible for the area. Make sure you apply hand sanitiser and clean and stash your gloves and sack for next time.
Is this your brand?
The exact fixes for blackroseracing.com
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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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Scored by Engagemii on September 13, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/blackroseracing
Cite this score: Engagemii (2026). "AEO Score for blackroseracing.com." Retrieved from https://engagemii.com/aeo/brands/blackroseracing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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