#685,713 OF 2,700,539 IN TECHNOLOGY
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AI Visibility Scorecard
Citadel Frame
citadelframe.com · Technology
Somewhat visible. AI bots can read Citadel Frame, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#685,713 of 2,700,539 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
95
Muse Index Score
iAI agent readiness
Transactable · 95/100
17
AI Adoption
iBasic · 17/100
About Citadel Frame
from our crawl and measurement
Free Cybersecurity Software for Windows AI-Powered Endpoint Protection Citadel Frame, based in Cape Town, Western Cape, describes itself simply: "South African cybersecurity company building next-generation desktop endpoint protection for Windows with AI-driven threat intelligence, breach monitoring, ransomware defence, and." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (Organization, SoftwareApplication, WebSite), an llms.txt file for AI models and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
10
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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, Citadel Frame 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 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/citadelframe
Cite this score: Engagemii (2026). "AEO Score for Citadel Frame." Retrieved from https://engagemii.com/aeo/brands/citadelframe
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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