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AI Visibility Scorecard
Debbie's Dream Foundation | Nonprofit dedicated to stomach cancer awareness, research, and patient support.
debbiesdream.org · Nonprofits
Somewhat visible. AI bots can read Debbie's Dream Foundation | Nonprofit dedicated to stomach cancer awareness, research, and patient support., but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 18 times
Meta AI · Claude
#3,550 of 776,269 in Nonprofits for AI visibility
7
AEO Visibility
iVisible · 6.8/10
45
Muse Index Score
iAI agent readiness
Agent-ready · 45/100
0
AI Adoption
iNone detected · 0/100
About Debbie's Dream Foundation | Nonprofit dedicated to stomach cancer awareness, research, and patient support.
from our crawl and measurement
Debbie's Dream Foundation, based in Fort Lauderdale, Florida, describes itself simply: "Nonprofit dedicated to stomach cancer awareness, research, and patient support." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.8 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (BreadcrumbList, LocalBusiness, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
3
Social discussion and mentions.
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 6.8/10, Debbie's Dream Foundation | Nonprofit dedicated to stomach cancer awareness, research, and patient support. has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Debbie's Dream Foundation | Nonprofit dedicated to stomach cancer awareness, research, and patient support.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/debbiesdream-org
Cite this score: Engagemii (2026). "AEO Score for Debbie's Dream Foundation | Nonprofit dedicated to stomach cancer awareness, research, and patient support.." Retrieved from https://engagemii.com/aeo/brands/debbiesdream-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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