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AI Visibility Scorecard
SEI CERT Coding Standards
securecoding.cert.org · Technology
Somewhat visible. AI bots can read SEI CERT Coding Standards, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
ChatGPT · Claude
#33,588 of 2,623,328 in Technology for AI visibility
6.9
/10
AEO Score
About SEI CERT Coding Standards
from our crawl and measurement
SEI CERT Coding Standards describes itself simply: "These standards are developed through a broad-based community effort by members of the software development and software security communities." Its AI visibility score is 6.9 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
4
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
6
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
7
Press and news coverage.
Community
8
Forum and community discussion.
6
Reddit mentions and discussion.
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 6.9/10, SEI CERT Coding Standards has a working base to build on - fixable, and the signals above are where to start.
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Weekly ChatGPT & Claude citation tracking
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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/securecoding-cert-org
Cite this score: Engagemii (2026). "AEO Score for SEI CERT Coding Standards." Retrieved from https://engagemii.com/aeo/brands/securecoding-cert-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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