AI Visibility Scorecard
Derby Duck Races
duckrace.com · Nonprofits
Somewhat visible. AI bots can read Derby Duck Races, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 7 times
Claude · Meta AI · ShapBot · Perplexity
#9,810 of 827,740 in Nonprofits for AI visibility
82
AI Naming Predictability
iNamed sometimes · 82/100
Nonprofits average 9
Top 1% of Nonprofits
See what's behind this score →5
-
Network Authority
iNot connected yet
Nonprofits average 0.0
0 relationships on record. Businesses in Nonprofits average 2. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Nonprofits average 14
See what's behind this score →0
About Derby Duck Races
from our crawl and measurement
"Teams: 66 Boys & Girls Club of Blue Ridge Martinsville, Virginia September 04, 2026 04:00 PM Our mission is to enable all young people, especially those who need us most, to reach their." That is how Derby Duck Races introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Derby Duck Races
- Website ·
- duckrace.com
- Industry ·
- Nonprofits
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 9, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.2/10, Derby Duck Races has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Derby Duck Races
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/duckrace
Cite this score: Engagemii (2026). "AEO Score for Derby Duck Races." Retrieved from https://engagemii.com/aeo/brands/duckrace
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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