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AI Visibility Scorecard
Lucky Duck
luckyduckfoundation.org · philanthropy
Somewhat visible. AI bots can read Lucky Duck, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#13,088 of 621,885 in Nonprofits for AI visibility
6.5
/10
AEO Score
About Lucky Duck
from our crawl and measurement
"With your help, we can make a difference in the lives of thousands of San Diegans experiencing homelessness." That is how Lucky Duck introduces itself. Its AI visibility score is 6.5 out of 10: the engines can find it, but they do not have much to hold on to.
On its own pages the site does well on a clear heading structure and a clearly stated business identity. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews and structured data describing the business.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established, press coverage is thin and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business and nobody is discussing it where AI engines look.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 2005.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
4
Press and news coverage.
Community
0
No community discussion yet.
1
Reddit mentions and discussion.
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 6.5/10, Lucky Duck has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Lucky Duck
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Weekly ChatGPT & Claude citation tracking
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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/luckyduckfoundation-org
Cite this score: Engagemii (2026). "AEO Score for Lucky Duck." Retrieved from https://engagemii.com/aeo/brands/luckyduckfoundation-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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