AI Visibility Scorecard
Cole's Foundation
colesfoundation.org · Nonprofits
Borderline visible. AI bots can crawl Cole's 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.
AI engines read this profile 5 times
Claude · Meta AI · ShapBot
#73,230 of 827,687 in Nonprofits for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Nonprofits average 9
Top 29% of Nonprofits
See what's behind this score →4
-
Network Authority
iNot connected yet
Nonprofits average 0.0
0 relationships · Nonprofits average 2
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Nonprofits average 14
See what's behind this score →0
About Cole's Foundation
from our crawl and measurement
colesfoundation.org, based in Ironwood, MI, describes itself simply: "See our Programs Cole's Pages Cole's Pages is here as a center for relationship, news, support, and hope." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Cole's Foundation
- Website ·
- colesfoundation.org
- Industry ·
- Nonprofits
- Location ·
- Ironwood, MI
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 9, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
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 read your site and name it in answers. At 4.2/10, Cole's Foundation is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How do I get involved? See below?
Register Your Family Cole's Prayer Team is committed to providing emotional support and praying for families with children who are facing a medical crisis. We are here to encourage your family along the way.
Know a family in Need?
When your family is facing a medical crisis, Cole's Pages is here as a center for relationship, news, support and hope. Create a customized page to keep your family and friends updated. Register Now
Is this your brand?
The exact fixes for Cole's Foundation
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
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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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/colesfoundation-org
Cite this score: Engagemii (2026). "AEO Score for Cole's Foundation." Retrieved from https://engagemii.com/aeo/brands/colesfoundation-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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