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Heather Vogel Frederick

Name: Heather Vogel Frederick - AI Visibility Score
Creator: Engagemii
Published: 2026-07-06T03:45:45.790Z
License: https://creativecommons.org/licenses/by/4.0/

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AEO Score: 5/10

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In the Engagemii AEO index

dearpenpal.com

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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. Two-thirds of websites are invisible to them. Heather Vogel Frederick just got measured.

5/10 means Heather Vogel Frederick is borderline visible. AI bots can crawl your site but your structured-data signals are thin. You are at risk of being skipped when buyers ask AI for a recommendation.

About Heather Vogel Frederick

Heather Vogel Frederick's work includes historical fiction to fantasy, fractured fairy tales, mystery, contemporary realism, and picture books, and has been honored both nationally and internationally.

Key Topics

Home

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Details

Industry: Real Estate

dearpenpal.com

AI Visibility Breakdown

Structured Data

Content Structure

Entity Clarity

E-E-A-T Signals

Technical AEO

AI Discoverability

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Your full 6-category score breakdown

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Exact fixes: robots.txt, schema, llms.txt

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AI bot crawls from ChatGPT, Claude, Perplexity, Gemini

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Picked for Heather Vogel Frederick: 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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