AI Visibility Scorecard
Lawrence Berkeley National Laboratory
lbl.gov · Education
Somewhat visible. AI bots can read Lawrence Berkeley National Laboratory, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 282 times
Meta AI · Perplexity · Claude · Apple Intelligence
#14,391 of 937,749 in Education for AI visibility
74
AI Naming Predictability
iNamed occasionally · 74/100
Education average 14
Top 2% of Education
See what's behind this score →5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →25
0
About Lawrence Berkeley National Laboratory
from our crawl and measurement
Lawrence Berkeley National Laboratory is a business whose own site puts it this way: "Lawrence Berkeley National Laboratory is advancing the scope of human knowledge & seeking science solutions to the greatest problems facing humankind." Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap, substantial page content. It also found the gaps that keep answer engines guessing: an llms.txt file, a heading structure that lays out what it offers.
- Company ·
- Lawrence Berkeley National Laboratory
- Website ·
- lbl.gov
- Industry ·
- Education
- Location ·
- Berkeley, CA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
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 read your site and name it in answers. At 5.2/10, Lawrence Berkeley National Laboratory has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Lawrence Berkeley National Laboratory
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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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/lbl-gov
Cite this score: Engagemii (2026). "AEO Score for Lawrence Berkeley National Laboratory." Retrieved from https://engagemii.com/aeo/brands/lbl-gov
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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