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AI Visibility Scorecard
John Fitzgerald for MI
john4mi.com · Government & Public Sector
Borderline visible. AI bots can crawl John Fitzgerald for MI, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#92,950 of 104,142 in Government & Public Sector for AI visibility
3.1
/10
AEO Score
About John Fitzgerald for MI
from our crawl and measurement
John Fitzgerald for State Representative, based in Wyoming, MI, describes itself simply: "John Fitzgerald is a Michigan State Representative running for re-election in Michigan's 83rd District. He serves as the Democratic Floor Leader in the Michigan House of Representatives." As far as answer engines are concerned it may as well not exist yet: 2.8 out of 10.
Our crawl found structured data on the page (WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
8
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
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 3.1/10, John Fitzgerald for MI is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for John Fitzgerald for MI
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/john4mi
Cite this score: Engagemii (2026). "AEO Score for John Fitzgerald for MI." Retrieved from https://engagemii.com/aeo/brands/john4mi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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