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AI Visibility Scorecard

Frank McQuarrie - Research | Oceanographic Engineer

Frank McQuarrie - Research | Oceanographic Engineer

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frankmcq.com · Education

Borderline visible. AI bots can crawl Frank McQuarrie - Research | Oceanographic Engineer, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

AI engines read this profile 1 times

Claude

#604,863 of 883,988 in Education for AI visibility

4.1

/10

AEO Score

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About Frank McQuarrie - Research | Oceanographic Engineer

from our crawl and measurement

"Background Born in New Jersey, Frank graduated with a B.S. in Biological Oceanography from Rutgers University in 2016, and has spent time in a variety of places teaching and researching." That is how Frank McQuarrie introduces itself. When AI engines look at it, they find little to work with. It scores 4.1 out of 10.

On its own pages the site does well on a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once 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

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

7

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

No social discussion found yet.

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 4.1/10, Frank McQuarrie - Research | Oceanographic Engineer is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Frank McQuarrie - Research | Oceanographic Engineer

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Picked for Frank McQuarrie - Research | Oceanographic Engineer: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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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/frankmcq

Cite this score: Engagemii (2026). "AEO Score for Frank McQuarrie - Research | Oceanographic Engineer." Retrieved from https://engagemii.com/aeo/brands/frankmcq

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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