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AI Visibility Scorecard

Jo Schaffer Layton

Jo Schaffer Layton

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joschaffer.com · Media & Entertainment

Borderline visible. AI bots can crawl Jo Schaffer Layton, 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.

Monitoring for AI engine activity

In the Engagemii AEO index

#1,574,214 of 1,898,206 in Media & Entertainment for AI visibility

3.3

/10

AEO Score

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About Jo Schaffer Layton

from our crawl and measurement

"<p>Jo Schaffer is the author of the Stanley and Hazel trilogy. She is co-founder of Teen Author Boot Camp where she teaches creative writing.</p>." That is how Jo Schaffer Layton introduces itself. When AI engines look at it, they find little to work with. It scores 3.0 out of 10.

On the page it is passable on partial sitemap and link coverage. What holds it back is structured data describing the business, a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, a heading structure that lays out what it offers and credibility markers like credentials or reviews.

Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Media & Entertainment
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

4

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

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

5

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 3.3/10, Jo Schaffer Layton is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Jo Schaffer Layton: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Jo Schaffer Layton." Retrieved from https://engagemii.com/aeo/brands/joschaffer

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

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