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AI Visibility Scorecard

Dr Kristin Hook

Name: Dr Kristin Hook - AI Visibility Score
Creator: Engagemii
Published: 2026-08-01T04:17:21.594Z
License: https://creativecommons.org/licenses/by/4.0/

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hookthecrooks.com · Education

Borderline visible. AI bots can crawl Dr Kristin Hook, 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.

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Monitoring for AI engine activity

In the Engagemii AEO index

#517,535 of 873,271 in Education for AI visibility

4.4

/10

AEO Score

About Dr Kristin Hook

from our crawl and measurement

Dr Kristin Hook describes itself simply: "Dr. Kristin Hook is the Democratic Candidate running for U.S. Congress in Texas’ 21st Congressional District, which comprises South Austin, North San Antonio, and the Texas...." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.

The site does the on-page work well, with structured data on the page (WebSite), an llms.txt file for AI models, a sitemap.

Industry · Education

Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Inbound links from other sites.

Domain Authority

Little domain authority yet.

Reference Presence

Not in AI knowledge graphs yet.

News & Press

No press coverage found yet.

Community

No community discussion yet.

Social Mentions

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 4.4/10, Dr Kristin Hook is crawlable but under-signaled - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Dr Kristin Hook: 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/hookthecrooks

Cite this score: Engagemii (2026). "AEO Score for Dr Kristin Hook." Retrieved from https://engagemii.com/aeo/brands/hookthecrooks

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