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AI Visibility Scorecard
Military Surplus Store
colemans.com · E-commerce
Somewhat visible. AI bots can read Military Surplus Store, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 990 times
ChatGPT · Meta AI · Claude · Apple Intelligence
#173,932 of 618,763 in E-commerce for AI visibility
5.1
/10
AEO Score
About Military Surplus Store
from our crawl and measurement
"Looking for genuine military surplus? Shop at Coleman's Military Surplus for authentic army surplus, camping gear, survival equipment, military clothing, boots, tents, and more." That is how Military Surplus Store of Millersburg, PA, United States introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, LocalBusiness), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 971 times in our tracking, including GPTBot (ChatGPT), Applebot (Siri) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
4
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 Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.1/10, Military Surplus Store has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Military Surplus Store
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 Military Surplus Store.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/colemans
Cite this score: Engagemii (2026). "AEO Score for Military Surplus Store." Retrieved from https://engagemii.com/aeo/brands/colemans
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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