AI Visibility Scorecard
mamaphams.com · Nonprofits
Borderline visible. AI bots can crawl Cancer Sidekick 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
#814,275 of 827,701 in Nonprofits for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Nonprofits average 9
Top 58% of Nonprofits
See what's behind this score →3
-
Network Authority
iNot connected yet
Nonprofits average 0.0
0 relationships · Nonprofits average 2
See what's behind this score →5
0
from our crawl and measurement
Cancer Sidekick Foundation is a business whose own site puts it this way: "Taking notes of gaps in the healthcare system from a consumer and patient perspective!Originally, our mission was beating Acute Adult T-Cell Lymphoblastic Leukemia and restoring Mama Pham." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap. It also found the gaps that keep answer engines guessing: an llms.txt file, a heading structure that lays out what it offers.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.4/10, Cancer Sidekick Foundation is crawlable but under-signaled - fixable, and the signals above are where to start.
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mamaphams
Cite this score: Engagemii (2026). "AEO Score for Cancer Sidekick Foundation." Retrieved from https://engagemii.com/aeo/brands/mamaphams
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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