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AI Visibility Scorecard

Dr. Jeff Colyer for Governor of Kansas

Dr. Jeff Colyer for Governor of Kansas

Unclaimed

jeffcolyer.com · Nonprofits

Somewhat visible. AI bots can read Dr. Jeff Colyer for Governor of Kansas, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

Claude

#185,235 of 769,795 in Nonprofits for AI visibility

5.4

/10

AEO Score

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About Dr. Jeff Colyer for Governor of Kansas

from our crawl and measurement

Dr. Jeff Colyer for Governor of Kansas is a Wichita, KS business whose own site puts it this way: "Dr. Jeff Colyer is seeking the GOP nomination for Governor of Kansas. Jeff Colyer is a surgeon, former governor, and international humanitarian with an exceptional record of service and." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).

Industry · Nonprofits
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

8

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

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 5.4/10, Dr. Jeff Colyer for Governor of Kansas has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Dr. Jeff Colyer for Governor of Kansas

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Weekly ChatGPT & Claude citation tracking

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Picked for Dr. Jeff Colyer for Governor of Kansas: How-To

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/jeffcolyer

Cite this score: Engagemii (2026). "AEO Score for Dr. Jeff Colyer for Governor of Kansas." Retrieved from https://engagemii.com/aeo/brands/jeffcolyer

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

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