AI Visibility Scorecard
Precede Foundation
precedefoundation.com · Nonprofits
Somewhat visible. AI bots can read Precede 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 · ChatGPT
#106,439 of 825,896 in Nonprofits for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Precede Foundation
from precedefoundation.com
PRECEDE unites top researchers and institutions to detect pancreatic cancer earlier through global collaboration, research, and patient-driven innovation.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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
Weak
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 5.6/10, Precede Foundation has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What makes PRECEDE different?
PRECEDE unites leading researchers from multiple prestigious institutions and industry partners. PRECEDE is the only global, open, and collaborative initiative, enabling potentially faster impact than “closed” projects. PRECEDE bridges the deadly gap between innovative discoveries and lifesaving treatment.
Is this your brand?
The exact fixes for Precede Foundation
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/precedefoundation
Cite this score: Engagemii (2026). "AEO Score for Precede Foundation." Retrieved from https://engagemii.com/aeo/brands/precedefoundation
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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