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AI Visibility Scorecard
isecom.org · Education
Somewhat visible. AI bots can read ISECOM, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · ChatGPT
#39,356 of 860,918 in Education for AI visibility
6.5
/10
AEO Score
from our crawl and measurement
ISECOM is a business whose own site puts it this way: "Non-profit security research institute. Creators of the OSSTMM (Open Source Security Testing Methodology Manual), the RAV (Risk Assessment Value) security metric, the OPST/OPSA/OPSE." Its AI visibility score is 6.5 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, EducationalOrganization, ResearchOrganization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
Higher is better · 0-10
Structured Data
8
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
3
Forum and community discussion.
0
No Reddit mentions found yet.
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 6.5/10, ISECOM has a working base to build on - fixable, and the signals above are where to start.
What is ISECOM?
ISECOM (Institute for Security and Open Methodologies) is a non-profit security research organization founded in 2001 by Pete Herzog. ISECOM created and maintains the OSSTMM (Open Source Security Testing Methodology Manual), the RAV security metric, the OPST/OPSA/OPSE certifications, Hacker Highschool, and the Bad People Project.
What is the OSSTMM?
The OSSTMM (Open Source Security Testing Methodology Manual) is a peer-reviewed methodology for security testing across networks, systems, wireless, physical, and human channels. It defines repeatable controls, the RAV metric for quantitative scoring, and a vocabulary of operational security concepts. Free for non-commercial use; commercial licensing available.
What is the RAV (Risk Assessment Value)?
The RAV is ISECOM's security metric — a quantitative score derived from operational controls, attack surface, trust properties, and limitations, allowing security postures to be compared across systems, organizations, and over time. It is the math layer of the OSSTMM.
What certifications does ISECOM offer?
ISECOM offers OPST (Professional Security Tester) for hands-on testers, OPSA (Professional Security Analyst) for analysts working with results, and OPSE (Professional Security Expert) as the senior credential. All are based on OSSTMM methodology and require practical examination, not just multiple-choice.
Who founded ISECOM?
ISECOM was founded by Pete Herzog in 2001 as an evolution of his earlier ideahamster.org research collective. Pete is the lead author of the OSSTMM and continues to direct ISECOM's research.
Is this your brand?
The exact fixes for ISECOM
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/isecom-org
Cite this score: Engagemii (2026). "AEO Score for ISECOM." Retrieved from https://engagemii.com/aeo/brands/isecom-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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