AI Visibility Scorecard
Scleroderma Research Foundation
scleroderma.com · Nonprofits
Somewhat visible. AI bots can read Scleroderma Research Foundation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#175,139 of 826,080 in Nonprofits for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Scleroderma Research Foundation
from our crawl and measurement
Scleroderma Research Foundation describes itself simply: "Guided by passion for a cure, the Scleroderma Research Foundation has become the largest nonprofit investor in scleroderma research in the U.S." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
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 5.3/10, Scleroderma Research Foundation has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How will you define your legacy?
Anyone, at any age, can join and create a lasting legacy. Join the Sharon Monsky Legacy Society and help advance the search for a cure.
Is this your brand?
The exact fixes for Scleroderma Research 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 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scleroderma
Cite this score: Engagemii (2026). "AEO Score for Scleroderma Research Foundation." Retrieved from https://engagemii.com/aeo/brands/scleroderma
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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