AI Visibility Scorecard
open-security.org · Technology
Somewhat visible. AI bots can read Open Security | Thoughts & Commentary | Translating research into understanding — no PhD required., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Claude
#126,498 of 2,705,965 in Technology for AI visibility
6
AEO Visibility
iVisible · 6.1/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
8
AI Adoption
iBasic · 8/100
from our crawl and measurement
"How to manage money with personal security in mind." That is how Open Security introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, CollectionPage, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 6.1/10, Open Security | Thoughts & Commentary | Translating research into understanding — no PhD required. has a working base to build on - fixable, and the signals above are where to start.
What Is a Personal Threat Model and Why Should You Care?
In open-security circles, we spend a lot of time talking about protecting systems, networks, and data. But the most overlooked system is the one you carry with you every day: your own life. A personal threat model is a structured way to figure out what you need to protect, who might want to compromise it, and how. It’s not about paranoia. It’s about clarity.
How to Evaluate Your Personal Threat Model: A Practical Guide for Open Societies?
Posted on 25 July 2026 by Loretta George Security isn’t a product you buy. It’s a practice you live. For those of us who care about open societies, that practice starts with a clear-eyed look at what we’re protecting, from whom, and why. A personal threat model isn’t a paranoid checklist. It’s a structured way to make smart decisions about your time, your resources, and your peace of mind.
What Is a Personal Threat Model?
A personal threat model is a framework that helps you figure out what you need to protect, who might want to compromise it, and how they could pull it off. It’s the foundation of operational security (OPSEC) for individuals, not just intelligence agencies. The core pieces are simple: assets, adversaries, capabilities, and consequences.
How to Evaluate Your Personal Threat Model: A Practical Guide for Open-Society Defenders?
Posted on 15 July 2026 by Loretta George Personal threat modeling is a structured way to figure out what you need to protect, who might want to compromise it, and how they could pull it off. It sits at the messy intersection of operational security, digital self-defense, and civic resilience.
What Is a Personal Threat Model and Why Does It Matter?
In an open society, security isn’t about living in fear. It’s about seeing clearly. A personal threat model is simply a way to figure out what you’re protecting, who might come after it, and how likely that really is. It turns a vague sense of unease into a concrete, prioritized list. For journalists, activists, lawyers, or anyone who handles sensitive information, this is the bedrock of sensible digital self-defense.
Is this your brand?
The exact fixes for Open Security | Thoughts & Commentary | Translating research into understanding — no PhD required.
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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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/open-security-org
Cite this score: Engagemii (2026). "AEO Score for Open Security | Thoughts & Commentary | Translating research into understanding — no PhD required.." Retrieved from https://engagemii.com/aeo/brands/open-security-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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