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AI Visibility Scorecard
Patrick Hoeft for Butler County Supervisor District 5
patrickhoeft.com · Government & Public Sector
Borderline visible. AI bots can crawl Patrick Hoeft for Butler County Supervisor District 5, 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
#81,971 of 104,710 in Government & Public Sector for AI visibility
3.7
/10
AEO Score
About Patrick Hoeft for Butler County Supervisor District 5
from our crawl and measurement
Patrick Hoeft for Butler County Supervisor District 5 describes itself simply: "I will work to ensure budgets are reviewed carefully and that taxpayer dollars are spent responsibly on the services and infrastructure our communities rely on." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Under the hood there is an llms.txt file for AI models and a sitemap and a readable heading structure, but the score is capped by what is missing: structured data describing the business.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
8
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 3.7/10, Patrick Hoeft for Butler County Supervisor District 5 is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Patrick Hoeft for Butler County Supervisor District 5
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/patrickhoeft
Cite this score: Engagemii (2026). "AEO Score for Patrick Hoeft for Butler County Supervisor District 5." Retrieved from https://engagemii.com/aeo/brands/patrickhoeft
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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