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AI Visibility Scorecard

Author Sarah Read

Author Sarah Read

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authorsarahread.com · Media & Entertainment

At 3/10, Author Sarah Read is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

#1,663,039 of 1,898,195 in Media & Entertainment for AI visibility

3

/10

AEO Score

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About Author Sarah Read

from our crawl and measurement

Author Sarah Read is a business whose own site puts it this way: "Her first collection OUT OF WATER is available from Trepidatio Publishing, as is her debut novel THE BONE WEAVER’S ORCHARD, both nominated for the Bram Stoker, This is Horror, and Ladies of." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.

Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.

Industry · Media & Entertainment
Last scored · Aug 11, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

AI Discoverability

3

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

2

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 3/10, Author Sarah Read is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Author Sarah Read

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Author Sarah Read: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Author Sarah Read." Retrieved from https://engagemii.com/aeo/brands/authorsarahread

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

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