AI Visibility Scorecard
Army Guide
army-guide.com · Automotive
At 3.94/10, Army Guide is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, News & Press and Community. That is fixable, and the signals below show where to start.
AI engines read this profile 13 times
ChatGPT · Meta AI · Claude · Parallel
Top 1% in Automotive for AI visibility
67
AI Naming Predictability
iNamed occasionally · 67/100
Automotive average 5
Top 1% of Automotive
See what's behind this score →3.94
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Automotive average 5. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Automotive average 16
See what's behind this score →0
About Army Guide
from our crawl and measurement
Army Guide is a business whose own site puts it this way: "Army Guide - information about the main battle tanks, armoured vehicles and armament of the land forces and also the information concerning other army subjects." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.94 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile 13 times in our tracking, including GPTBot (ChatGPT), Meta AI and ClaudeBot (Anthropic).
- Company ·
- Army Guide
- Website ·
- army-guide.com
- Industry ·
- Automotive
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Fair
Social discussion and mentions.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.94/10, Army Guide is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/army-guide
Cite this score: Engagemii (2026). "AEO Score for Army Guide." Retrieved from https://engagemii.com/aeo/brands/army-guide
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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