AI Visibility Scorecard
PolyBio Research Foundation
polybio.org · Nonprofits
Somewhat visible. AI bots can read PolyBio Research Foundation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Claude · Apple Intelligence · Perplexity
#21,551 of 827,003 in Nonprofits for AI visibility
6
AEO Visibility
iVisible · 6.3/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About PolyBio Research Foundation
from our crawl and measurement
"We are a 501(c)(3) advancing research on how viral, bacterial, and parasite infections drive chronic disease and aging." That is how PolyBio Research Foundation introduces itself. Its AI visibility score is 6.3 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure and visible credibility markers. It is passable on some structured data, a partly stated business identity, basic crawler access and partial sitemap and link coverage.
Off the page, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Good
Social discussion and mentions.
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 6.3/10, PolyBio Research Foundation has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for PolyBio Research Foundation
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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/polybio-org
Cite this score: Engagemii (2026). "AEO Score for PolyBio Research Foundation." Retrieved from https://engagemii.com/aeo/brands/polybio-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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