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AI Visibility Scorecard
EngineeringLock
engineering.llnl.gov · Technology
Well-positioned for AI search. The breakdown below shows where EngineeringLock is still leaving points on the table.
AI engines read this profile 11 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#12,458 of 2,658,247 in Technology for AI visibility
7
AEO Visibility
iVisible · 7.3/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
2
AI Adoption
iBasic · 2/100
About EngineeringLock
from our crawl and measurement
EngineeringLock, based in Livermore, CA, describes itself simply: "Engineering is critical to programs and departments across Lawrence Livermore National Lab, enabling them to deliver on our shared national security mission." Measured against the twelve signals AI engines rely on, it scores 7.3 out of 10, a strong showing.
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 5 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
8
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
7
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
5
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
7
Press and news coverage.
Community
8
Forum and community discussion.
Social Mentions
7
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 7.3/10, EngineeringLock has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for EngineeringLock
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/engineering-llnl-gov
Cite this score: Engagemii (2026). "AEO Score for EngineeringLock." Retrieved from https://engagemii.com/aeo/brands/engineering-llnl-gov
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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