AI Visibility Scorecard
WINGS OF HOPE FOR PANCREATIC CANCER RESEARCH
wingsofhopepcr.org · Nonprofits
Borderline visible. AI bots can crawl WINGS OF HOPE FOR PANCREATIC CANCER RESEARCH, 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 4 times
Meta AI · Claude · ShapBot
#71,519 of 827,203 in Nonprofits for AI visibility
<1
4
AEO Visibility
iBorderline · 4.2/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About WINGS OF HOPE FOR PANCREATIC CANCER RESEARCH
from our crawl and measurement
WINGS OF HOPE FOR PANCREATIC CANCER RESEARCH describes itself simply: "Wings of Hope for Pancreatic Cancer Research was formed out of grief after the loss of Maureen Shul's brother and mother to the devistating disease." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and ShapBot (Parallel).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
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.
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 4.2/10, WINGS OF HOPE FOR PANCREATIC CANCER RESEARCH is crawlable but under-signaled - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on October 25, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/wingsofhopepcr-org
Cite this score: Engagemii (2026). "AEO Score for WINGS OF HOPE FOR PANCREATIC CANCER RESEARCH." Retrieved from https://engagemii.com/aeo/brands/wingsofhopepcr-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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