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AI Visibility Scorecard
Kendall Qualls for Governor
kq4mn.com · Education
Somewhat visible. AI bots can read Kendall Qualls for Governor, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Apple Intelligence · Meta AI
#155,656 of 876,920 in Education for AI visibility
5.7
/10
AEO Score
About Kendall Qualls for Governor
from our crawl and measurement
Kendall Qualls for Governor operates out of Stillwater, MN in the Education space. Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.
The site does the on-page work well, with structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models, a sitemap.
Our monitoring has logged 4 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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
3
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 5.7/10, Kendall Qualls for Governor has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Kendall Qualls for Governor
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kq4mn
Cite this score: Engagemii (2026). "AEO Score for Kendall Qualls for Governor." Retrieved from https://engagemii.com/aeo/brands/kq4mn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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