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AI Visibility Scorecard
Sam Raymond, PhD
samraymond.com · Education
At 2.6/10, Sam Raymond, PhD is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#856,792 of 895,271 in Education for AI visibility
2.6
/10
AEO Score
About Sam Raymond, PhD
from our crawl and measurement
Sam Raymond, PhD is a business whose own site puts it this way: "Researching physics informed machine learning and advanced numerical simulations for modern climate and world technical challenges." As far as answer engines are concerned it may as well not exist yet: 2.6 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap. It also found the gaps that keep answer engines guessing: an llms.txt file, a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 2.6/10, Sam Raymond, PhD is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Sam Raymond, PhD
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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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/samraymond
Cite this score: Engagemii (2026). "AEO Score for Sam Raymond, PhD." Retrieved from https://engagemii.com/aeo/brands/samraymond
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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