AI Visibility Scorecard
Millbrook Marathon presented by the EDRRC
millbrookmarathon.com · Nonprofits
Borderline visible. AI bots can crawl Millbrook Marathon presented by the EDRRC, 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.
AI engines read this profile 9 times
Apple Intelligence · Meta AI · Claude · ShapBot
#73,213 of 827,722 in Nonprofits for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
Nonprofits average 9
Top 12% of Nonprofits
See what's behind this score →4
-
Network Authority
iNot connected yet
Nonprofits average 0.0
0 relationships · Nonprofits average 2
See what's behind this score →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Nonprofits average 14
See what's behind this score →4
About Millbrook Marathon presented by the EDRRC
from our crawl and measurement
Millbrook Marathon presented by the EDRRC, based in Millbrook, NY, describes itself simply: "Eastern Dutchess Road Runners Club 7th Annual Millbrook Marathon Sunday, April 11, 2027 Race day packet pick-up opens at 6:30 am Race Starts at 7:30 am Sharp (Rain or Shine) 6 hour time." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (SportsEvent) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
- Company ·
- Millbrook Marathon presented by the EDRRC
- Website ·
- millbrookmarathon.com
- Industry ·
- Nonprofits
- Location ·
- Millbrook, NY
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 10, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
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
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.
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 4.2/10, Millbrook Marathon presented by the EDRRC is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Millbrook Marathon presented by the EDRRC
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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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/millbrookmarathon
Cite this score: Engagemii (2026). "AEO Score for Millbrook Marathon presented by the EDRRC." Retrieved from https://engagemii.com/aeo/brands/millbrookmarathon
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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