AI Visibility Scorecard
themustardchallenge.com · Healthcare
Borderline visible. AI bots can crawl No More Kids with Cancer, 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 7 times
Claude · Meta AI · Apple Intelligence
#236,279 of 924,808 in Healthcare for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
No More Kids with Cancer, based in Oceanside, CA, describes itself simply: "<p>No More Kids with Cancer discovers safer, less toxic and more effective treatments for children with cancer." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
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.
How the web signals your brand to AI
Backlinks
Good
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
Weak
No social discussion found yet.
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 4/10, No More Kids with Cancer is crawlable but under-signaled - fixable, and the signals above are where to start.
WHY TAKE THE MUSTARD CHALLENGE?
The Mustard Challenge raises awareness and funds to discover safer, non-toxic and more effective treatments for children with cancer – the leading cause of death by disease of children in the U.S. By taking the challenge and donating, you raise awareness of the ancient drugs used to treat our kids and fund groundbreaking research for childhood cancer.
Why mustard?
Today, children are commonly treated with 1950s drugs derived from the same compounds used in mustard gas, and only 3 drugs have been approved for childhood cancer since 1980. These ancient drugs are highly toxic and cause acute side effects – even death - as children become adults.
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/themustardchallenge
Cite this score: Engagemii (2026). "AEO Score for No More Kids with Cancer." Retrieved from https://engagemii.com/aeo/brands/themustardchallenge
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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