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AI Visibility Scorecard
The Montgomery Half and 5k
montgomeryhalf.com · Food & Beverage
Borderline visible. AI bots can crawl The Montgomery Half and 5k, 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
#1,066,660 of 1,353,675 in Food & Beverage for AI visibility
3.2
/10
AEO Score
About The Montgomery Half and 5k
from our crawl and measurement
"MARCH 14, 2026 REGISTER HERE HALF MARATHON INFO SPONSORS REGISTER Enlisted Heritage 5k Info Be the first to know when registration opens for the 2027 race!." That is how Home introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.6 out of 10.
Our crawl found structured data on the page (SportsOrganization, Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
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 3.2/10, The Montgomery Half and 5k is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Montgomery Half and 5k
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Montgomery Half and 5k.
Source & Attribution
Scored by Engagemii on August 12, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/montgomeryhalf
Cite this score: Engagemii (2026). "AEO Score for The Montgomery Half and 5k." Retrieved from https://engagemii.com/aeo/brands/montgomeryhalf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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