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AI Visibility Scorecard

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irr.org · Nonprofits

Somewhat visible. AI bots can read Home, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Apple Intelligence

#9,348 of 620,001 in Nonprofits for AI visibility

6.6

/10

AEO Score

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About Home

from our crawl and measurement

Home is a Cedar Springs, MI business whose own site puts it this way: "Real Estate and local living interests in and around Northfield, Minnesota. Information about schools, restaurants, businesses, neighborhoods, environmental interests, exploring the." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.6 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a workable page structure and a partly stated business identity. What holds it back is credibility markers like credentials or reviews and structured data describing the business.

Away from its own site, other sites link to it and it comes up on Reddit. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including Applebot (Siri).

Industry · Nonprofits
Last scored · Aug 1, 2026
Employees · 1-10

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

5

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

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

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

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

6

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 6.6/10, Home has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Home

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Weekly ChatGPT & Claude citation tracking

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Picked for Home: Nonprofits & Giving

Your Most Motivated Donors Are Leaving Without Giving

Here's the moment that happens on nonprofit websites every single day.

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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/irr-org

Cite this score: Engagemii (2026). "AEO Score for Home." Retrieved from https://engagemii.com/aeo/brands/irr-org

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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