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AI Visibility Scorecard
Marching Dogs
christopherlgeorge.com · Fashion & Apparel
Somewhat visible. AI bots can read Marching Dogs, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
ChatGPT
#57,328 of 239,913 in Fashion & Apparel for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Marching Dogs
from our crawl and measurement
Marching Dogs is a Columbus, IN business whose own site puts it this way: "Marching Dogs is an online-only retailer specializing in the resale of aftermarket sneakers, clothing, art, coupons, deals, and other collectibles." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Website, Store, Organization), an llms.txt file for AI models and a sitemap.
By its own structured data it is a retail business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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
0
Little domain authority yet.
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 5.2/10, Marching Dogs has a working base to build on - fixable, and the signals above are where to start.
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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 September 20, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/christopherlgeorge
Cite this score: Engagemii (2026). "AEO Score for Marching Dogs." Retrieved from https://engagemii.com/aeo/brands/christopherlgeorge
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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