▲ 2.1 since Jun 2026
#18,203 OF 2,693,567 IN TECHNOLOGY
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AI Visibility Scorecard
Carnegie Mellon University's Software Engineering Institute
cert.org · Technology
Well-positioned for AI search. The breakdown below shows where Carnegie Mellon University's Software Engineering Institute is still leaving points on the table.
AI engines read this profile 8 times
Meta AI · Claude · ChatGPT
#18,203 of 2,693,567 in Technology for AI visibility
7
AEO Visibility
iVisible · 7.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
2
AI Adoption
iBasic · 2/100
About Carnegie Mellon University's Software Engineering Institute
from our crawl and measurement
Carnegie Mellon University's Software Engineering Institute, based in Pittsburgh, PA, describes itself simply: "The Software Engineering Institute is leading and advancing software and cybersecurity to solve the nation's toughest problems." Measured against the twelve signals AI engines rely on, it scores 7.1 out of 10, a strong showing.
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 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 Authority
6
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
7
Press and news coverage.
Community
8
Forum and community discussion.
Social Mentions
6
Social discussion and mentions.
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 7.1/10, Carnegie Mellon University's Software Engineering Institute has a working base to build on - fixable, and the signals above are where to start.
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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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/cert-org
Cite this score: Engagemii (2026). "AEO Score for Carnegie Mellon University's Software Engineering Institute." Retrieved from https://engagemii.com/aeo/brands/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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