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AI Visibility Scorecard

Patchwork Dorothy

Patchwork Dorothy

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patchworkdorothy.com Β· Media & Entertainment

At 2.8/10, Patchwork Dorothy 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

#1,695,310 of 1,887,611 in Media & Entertainment for AI visibility

2.8

/10

AEO Score

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About Patchwork Dorothy

from our crawl and measurement

"Explore Patchwork Dorothy, the patchwork band bringing you all your favorite tunes! Join us for music, videos, and more!." That is how Patchwork Dorothy introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.

The site gets some of it right: it has an llms.txt file for AI models, a sitemap. What holds it back is what is absent, including structured data describing the business, a heading structure that lays out what it offers.

Industry Β· Media & Entertainment
Last scored Β· Aug 16, 2026

The 6 signals AI reads

Higher is better Β· 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

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

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

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

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 2.8/10, Patchwork Dorothy is crawlable but under-signaled - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Patchwork Dorothy: 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 16, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Patchwork Dorothy." Retrieved from https://engagemii.com/aeo/brands/patchworkdorothy

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

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