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AI Visibility Scorecard
Scleroderma Research Foundation
scleroderma.com · Nonprofits
Borderline visible. AI bots can crawl Scleroderma Research Foundation, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
Monitoring for AI engine activity
In the Engagemii AEO index
#425,448 of 695,603 in Nonprofits for AI visibility
4.4
/10
AEO Score
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." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
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
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
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 Trust
0
Little domain authority yet.
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 4.4/10, Scleroderma Research Foundation is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Scleroderma Research Foundation
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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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