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AI Visibility Scorecard
Talos Lab @ Stony Brook University
ftaloslab.com · Education
At 2.8/10, Talos Lab @ Stony Brook University 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.
AI engines read this profile 4 times
Claude · Meta AI
#823,199 of 888,053 in Education for AI visibility
2.8
/10
AEO Score
About Talos Lab @ Stony Brook University
from our crawl and measurement
"Our Research Talos Lab is a member of Stony Brook Cancer Center, under both the Department of Urology and Department of Pathology at Stony Brook Medicine." That is how Talos Lab @ Stony Brook University of Stony Brook, NY introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.
Our crawl found structured data on the page (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
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 2.8/10, Talos Lab @ Stony Brook University is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Talos Lab @ Stony Brook University
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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/ftaloslab
Cite this score: Engagemii (2026). "AEO Score for Talos Lab @ Stony Brook University." Retrieved from https://engagemii.com/aeo/brands/ftaloslab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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