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AI Visibility Scorecard

Diane Hibbs

Diane Hibbs

Unclaimed
⚠ Identity mismatch

4211brookshadow.com · Real Estate

Somewhat visible. AI bots can read Diane Hibbs, but it is missing the structured signals that push citation rate above competitors.

Monitoring for AI engine activity

In the Engagemii AEO index

#92,894 of 680,814 in Real Estate for AI visibility

5

AEO Visibility

i

Borderline · 5.1/10

70

Muse Index Score

i

AI agent readiness

Transactable · 70/100

0

AI Adoption

i

None detected · 0/100

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About Diane Hibbs

from our crawl and measurement

4211 Brook Shadow Dr is a Kingwood, TX business whose own site puts it this way: "A light-filled two-story home in Kingwood's Greentree Village with a two-story window wall, open kitchen and breakfast area, flex living spaces, a primary suite with sitting area, an." Its AI visibility score is 5.1 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 (RealEstateListing, RealEstateAgent, Organization), an llms.txt file for AI models and a readable heading structure. It is missing a sitemap.

Industry · Real Estate
Last scored · Sep 17, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

4

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

3

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

0

Little domain authority yet.

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 5.1/10, Diane Hibbs has a working base to build on - fixable, and the signals above are where to start.

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Picked for Diane Hibbs: 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 September 17, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/4211brookshadow

Cite this score: Engagemii (2026). "AEO Score for Diane Hibbs." Retrieved from https://engagemii.com/aeo/brands/4211brookshadow

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

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