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AI Visibility Scorecard
Compendium Federal Technology
cft-llc.com · Government & Public Sector
Somewhat visible. AI bots can read Compendium Federal Technology, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#14,849 of 117,267 in Government & Public Sector for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About Compendium Federal Technology
from our crawl and measurement
"Compendium Federal Technology (CFT) delivers mission engineering, operations research, communications analysis, and dynamic visualization solutions for the U.S. Department of Defense." That is how Compendium Federal Technology introduces itself. Its AI visibility score is 5.9 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (WebSite), an llms.txt file for AI models, a sitemap.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
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
8
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 5.9/10, Compendium Federal Technology 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
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cft-llc
Cite this score: Engagemii (2026). "AEO Score for Compendium Federal Technology." Retrieved from https://engagemii.com/aeo/brands/cft-llc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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