AI Visibility Scorecard
b0rks.com · Education
At 2.7/10, B0rks — Open Source Security Education Game is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#904,128 of 937,393 in Education for AI visibility
3
AEO Visibility
iNear-invisible · 2.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
B0rks — Open Source Security Education Game describes itself simply: "B0rks is a security card game that teaches threat modeling, mitigations, and cyber risk using MITRE ATT&CK, D3FEND, OWASP Top 10, and the Cyber Kill Chain." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.7 out of 10.
Under the hood there is a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 2.7/10, B0rks — Open Source Security Education Game is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for B0rks — Open Source Security Education Game
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on September 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/b0rks
Cite this score: Engagemii (2026). "AEO Score for B0rks — Open Source Security Education Game." Retrieved from https://engagemii.com/aeo/brands/b0rks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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