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AI Visibility Scorecard

Amy McFarland     |      Clean Slate Design

Amy McFarland | Clean Slate Design

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cleanslatedesign.org · Media & Entertainment

Borderline visible. AI bots can crawl Amy McFarland | Clean Slate Design, 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

#1,620,009 of 1,890,362 in Media & Entertainment for AI visibility

3.1

/10

AEO Score

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About Amy McFarland | Clean Slate Design

from our crawl and measurement

Amy McFarland is a business whose own site puts it this way: "The pattern on the cover was printed on cloth, to replicate one of the screened-printed textile featured in the book." When AI engines look at it, they find little to work with. It scores 3.1 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 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

7

Clear headings and answer-style content.

Entity Clarity

5

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

6

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

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

0

No inbound links found yet.

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 3.1/10, Amy McFarland | Clean Slate Design is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Amy McFarland | Clean Slate Design: 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 August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/cleanslatedesign-org

Cite this score: Engagemii (2026). "AEO Score for Amy McFarland | Clean Slate Design." Retrieved from https://engagemii.com/aeo/brands/cleanslatedesign-org

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

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