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AI Visibility Scorecard

Kassi Sofferman for Mayor of Moorhead

Kassi Sofferman for Mayor of Moorhead

Unclaimed

soffermanformoorhead.com · Nonprofits

Borderline visible. AI bots can crawl Kassi Sofferman for Mayor of Moorhead, 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.

AI engines read this profile 1 times

Claude

#633,193 of 738,751 in Nonprofits for AI visibility

3.3

/10

AEO Score

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About Kassi Sofferman for Mayor of Moorhead

from our crawl and measurement

Kassi Sofferman for Mayor of Moorhead describes itself simply: "Skip to content Kassi Sofferman for Mayor of Moorhead Platform About Me Get Involved Donate Facebook Page Contact Me People First." When AI engines look at it, they find little to work with. It scores 3.3 out of 10.

Under the hood there is a sitemap and a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file.

Industry · Nonprofits
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

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

1

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

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 3.3/10, Kassi Sofferman for Mayor of Moorhead is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Kassi Sofferman for Mayor of Moorhead

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Kassi Sofferman for Mayor of Moorhead: Nonprofits & Giving

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/soffermanformoorhead

Cite this score: Engagemii (2026). "AEO Score for Kassi Sofferman for Mayor of Moorhead." Retrieved from https://engagemii.com/aeo/brands/soffermanformoorhead

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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