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AI Visibility Scorecard
Brian Cohn for Minnesota House 57B
briancohn4mn.com · Sports & Recreation
Somewhat visible. AI bots can read Brian Cohn for Minnesota House 57B, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude
#48,680 of 236,828 in Sports & Recreation for AI visibility
5.4
/10
AEO Score
About Brian Cohn for Minnesota House 57B
from our crawl and measurement
"Brian Cohn seeks to bring competent, progressive representation of Lakeville residents to the Capitol in St. Paul." That is how Brian Cohn for Minnesota House 57B introduces itself. Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
7
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
7
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
9
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 5.4/10, Brian Cohn for Minnesota House 57B has a working base to build on - fixable, and the signals above are where to start.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/briancohn4mn
Cite this score: Engagemii (2026). "AEO Score for Brian Cohn for Minnesota House 57B." Retrieved from https://engagemii.com/aeo/brands/briancohn4mn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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