AI Visibility Scorecard
J. R. Taylor 5K Race and Walk
jrtaylor5k.com · Food & Beverage
Borderline visible. AI bots can crawl J. R. Taylor 5K Race and Walk, 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 4 times
Claude · Meta AI
#657,861 of 1,394,115 in Food & Beverage for AI visibility
4
AEO Visibility
iBorderline · 4.4/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
4
AI Adoption
iBasic · 4/100
About J. R. Taylor 5K Race and Walk
from our crawl and measurement
J. R. Taylor 5K Race and Walk is a Bethel Park, PA business whose own site puts it this way: "The JR Taylor 5K is a family friendly event, run or walked on the Montour Trail. It begins 800 feet north of the trail’s J. R." When AI engines look at it, they find little to work with. It scores 4.4 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 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
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
Good
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
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Good
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 4.4/10, J. R. Taylor 5K Race and Walk is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for J. R. Taylor 5K Race and Walk
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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 August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jrtaylor5k
Cite this score: Engagemii (2026). "AEO Score for J. R. Taylor 5K Race and Walk." Retrieved from https://engagemii.com/aeo/brands/jrtaylor5k
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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