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AI Visibility Scorecard
stanponstein.com · Nonprofits
At 2.3/10, Untitled is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 3 times
Apple Intelligence · Claude
#603,872 of 619,748 in Nonprofits for AI visibility
2.3
/10
AEO Score
from our crawl and measurement
Untitled is a Grandville, MI business whose own site puts it this way: "Kent County Commissioner Stan Ponstein I have represented the citizens of Grandville and Wyoming for the past 17 years as their County Commissioner." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.3 out of 10.
On the page it is passable on a partly stated business identity and basic crawler access. What holds it back is structured data describing the business, sitemaps and entity links AI can follow, a heading structure that lays out what it offers and credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri). There is not much on the page to read either, about 144 words.
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
1
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions found yet.
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 2.3/10, Untitled is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Untitled
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Weekly ChatGPT & Claude citation tracking
Here's the moment that happens on nonprofit websites every single day.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stanponstein
Cite this score: Engagemii (2026). "AEO Score for Untitled." Retrieved from https://engagemii.com/aeo/brands/stanponstein
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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