Reserved for Josh Roberts

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Josh Roberts

Josh Roberts

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AEO Score: 5/10

Monitoring for AI engine activity

In the Engagemii AEO index

joshwhowrites.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. Josh Roberts just got measured.

5/10 means Josh Roberts 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 Josh Roberts

Josh Roberts is the author of The Witches of Willow Cove series and the forthcoming Victoria Dare series, both from Owl Hollow Press. His debut novel received starred reviews from Kirkus and School Library Journal, and was a Massachusetts Book Awards Must-Read, a Kirkus Reviews Book of the Month, and A Mighty Girl Book of the Year. He is represented by Becky LeJeune at Confluence Literary Agency.

Details

Industry: Education

joshwhowrites.com

AI Visibility Breakdown

1

Structured Data

5

Content Structure

5

Entity Clarity

6

E-E-A-T Signals

6

Technical AEO

4

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 Josh Roberts: 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 June 28, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Josh Roberts." Retrieved from https://engagemii.com/aeo/brands/joshwhowrites

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

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