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AI Visibility Scorecard
Kevin Hamm - The Refreshing Choice for Montana
kevhamm.com · Food & Beverage
Borderline visible. AI bots can crawl Kevin Hamm - The Refreshing Choice for Montana, 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
#777,007 of 1,354,884 in Food & Beverage for AI visibility
4
/10
AEO Score
About Kevin Hamm - The Refreshing Choice for Montana
from our crawl and measurement
Kevin Hamm is a business whose own site puts it this way: "Kevin Hamm is running for U.S. Congress because we need real Montanans leading us to better days." When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
Our crawl found structured data on the page (WebSite, Organization, LocalBusiness) 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
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
10
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
6
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
1
Established authority for your domain.
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 4/10, Kevin Hamm - The Refreshing Choice for Montana is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kevin Hamm - The Refreshing Choice for Montana
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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kevhamm
Cite this score: Engagemii (2026). "AEO Score for Kevin Hamm - The Refreshing Choice for Montana." Retrieved from https://engagemii.com/aeo/brands/kevhamm
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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