AI Visibility Scorecard
Shostack + Associates
shostack.org · Technology
Somewhat visible. AI bots can read Shostack + Associates, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Claude · Meta AI · Apple Intelligence
#3,886 of 2,705,506 in Technology for AI visibility
100
7
AEO Visibility
iVisible · 6.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
12
AI Adoption
iBasic · 12/100
About Shostack + Associates
from our crawl and measurement
Shostack + Associates describes itself simply: "Don't just understand security. Build it in. We provide the best threat modeling training available." Its AI visibility score is 6.6 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Fair
Forum and community discussion.
Social Mentions
Weak
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 6.6/10, Shostack + Associates has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Does this sound familiar?
You know security matters. The challenge is making security work when delivery pressure, competing priorities, and limited resources are part of everyday work. Perhaps you’re trying to: Introduce threat modeling into development teams. Implement Secure By Design practices. Understand how AI changes your risk landscape. Move security further left without creating additional friction.
Is this your brand?
The exact fixes for Shostack + Associates
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The AEO Checklist Every Small Business Owner Needs Right Now
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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shostack-org
Cite this score: Engagemii (2026). "AEO Score for Shostack + Associates." Retrieved from https://engagemii.com/aeo/brands/shostack-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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