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AI Visibility Scorecard

88

88

Unclaimed

cyclotron.lbl.gov · Education

Somewhat visible. AI bots can read 88, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

Claude

#11,734 of 886,954 in Education for AI visibility

7

/10

AEO Score

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About 88

from our crawl and measurement

cyclotron.lbl.gov is a business whose own site puts it this way: "Larry Phair.The 88-Inch Cyclotron is a 300-ton, K=140 sector-focused cyclotron with both light- and heavy-ion capabilities." Measured against the twelve signals AI engines rely on, it scores 7.0 out of 10, a strong showing.

The page falls short on a heading structure that lays out what it offers, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business, a clearly stated business identity and sitemaps and entity links AI can follow.

Off the page, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Education
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

2

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

4

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

2

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

10

Recognized in AI knowledge graphs.

News Mentions

8

Press and news coverage.

Community

8

Forum and community discussion.

Reddit

7

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 7/10, 88 has a working base to build on - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for 88

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for 88: AEO & AI Search

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 August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/cyclotron-lbl-gov

Cite this score: Engagemii (2026). "AEO Score for 88." Retrieved from https://engagemii.com/aeo/brands/cyclotron-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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