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AI Visibility Scorecard
Ex Army MoD Surplus
modsurplus.com · Automotive
Borderline visible. AI bots can crawl Ex Army MoD Surplus, 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
#170,529 of 333,824 in Automotive for AI visibility
4.4
/10
AEO Score
About Ex Army MoD Surplus
from our crawl and measurement
"Explore our stock of EX MILITARY VEHICLES FOR SALE as released from service due to fleet upgrade, reduction of reserve stocks or through cut backs." That is how EX MILITARY VEHICLES FOR SALE introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage) and an llms.txt file for AI models. It is missing a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 4.4/10, Ex Army MoD Surplus is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ex Army MoD Surplus
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.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/modsurplus
Cite this score: Engagemii (2026). "AEO Score for Ex Army MoD Surplus." Retrieved from https://engagemii.com/aeo/brands/modsurplus
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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