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AI Visibility Scorecard
Good Samaritan
goodsamottawa.org · Nonprofits
Somewhat visible. AI bots can read Good Samaritan, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Amazon Alexa
#139,905 of 781,343 in Nonprofits for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Good Samaritan
from our crawl and measurement
"We are here to provide housing support in Ottawa County. You shouldn't have to journey out of poverty and housing insecurity alone." That is how Good Samaritan introduces itself. Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
The site gets some of it right: it has structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 5.6/10, Good Samaritan has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Good Samaritan
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/goodsamottawa-org
Cite this score: Engagemii (2026). "AEO Score for Good Samaritan." Retrieved from https://engagemii.com/aeo/brands/goodsamottawa-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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