AI Visibility Scorecard
Children's Tumor Foundation
cupids.org · Nonprofits
Borderline visible. AI bots can crawl Children's Tumor 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.
AI engines read this profile 1 times
Claude
#432,496 of 826,080 in Nonprofits for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Children's Tumor Foundation
from our crawl and measurement
Cupid's Undie Run describes itself simply: "The Children's Tumor Foundation (CTF) is a leading nonprofit organization dedicated to ending Neurofibromatosis (NF), a group of genetic disorders that cause tumors to grow on nerves." When AI engines look at it, they find little to work with. It scores 4.5 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
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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 4.5/10, Children's Tumor Foundation is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
WHAT THE HECK IS NF?
AND WHY WE'RE RUNNING IN OUR UNDIES TO BEAT ITNF refers to a group of genetic conditions that cause tumors to grow on nerves throughout the body. NF impacts everyone differently and may lead to blindness, deafness, bone abnormalities, disfigurement, learning challenges, disabling pain, or cancer.That’s where we come in. Cupid’s Undie Run is a fun way to raise awareness and fund groundbreaking research for NF.
How to Get Involved?
YOUR GENEROSITY SHOWS, BUT YOUR PANTS STAY ONSupport our brave, half-naked warriors from the comfort of your fully-clothed couch. Every dollar counts in the fight against NF! Donate SPREAD THE WORDTell your friends! Share on social media with #CupidsUndieRun | #EndNF | #PantsOffDanceOff
Is this your brand?
The exact fixes for Children's Tumor 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/cupids-org
Cite this score: Engagemii (2026). "AEO Score for Children's Tumor Foundation." Retrieved from https://engagemii.com/aeo/brands/cupids-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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