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AI Visibility Scorecard
Freedman Lab
kidneycell.com · Healthcare
At 2.3/10, Freedman Lab 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
#761,116 of 776,776 in Healthcare for AI visibility
2.3
/10
AEO Score
About Freedman Lab
from our crawl and measurement
"↓ Skip to Main Content HomeResearchPeopleCenterPublicationsStudiesLinksPositionsContact Welcome to the Freedman Lab at the University of Washington We seek to understand how microscopic." That is how Freedman Lab introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.3 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
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 2.3/10, Freedman Lab is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Freedman Lab
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kidneycell
Cite this score: Engagemii (2026). "AEO Score for Freedman Lab." Retrieved from https://engagemii.com/aeo/brands/kidneycell
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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