AI visibility score
2.9/ 10Weak

▼ 2.1 since Jul 2026

#222,194 of 245,651 in Fashion & Apparel

As of 2026-07-31 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

pyle.design

pyle.design

Unclaimed

pyle.design · Fashion & Apparel

At 2.9/10, pyle.design 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.

AI engines read this profile 1 times

Claude

#222,194 of 245,651 in Fashion & Apparel for AI visibility

3

AEO Visibility

i

Near-invisible · 2.9/10

25

Muse Index Score

i

AI agent readiness

Basic · 25/100

0

AI Adoption

i

None detected · 0/100

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About pyle.design

from our crawl and measurement

"John Pyle is a design and creative professional with nearly 10 years of experience, livin' in Austin, Texas, specializing in apparel and collateral design, campaign design, art direction +." That is how Pyle Design introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.9 out of 10.

On its own pages the site does well on a clearly stated business identity. It is passable on some structured data. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, a heading structure that lays out what it offers and credibility markers like credentials or reviews.

Off the page, almost no other sites link to it, the domain does not yet read as established, 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 · Fashion & Apparel
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Weak

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

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 2.9/10, pyle.design is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for pyle.design: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/pyle-design

Cite this score: Engagemii (2026). "AEO Score for pyle.design." Retrieved from https://engagemii.com/aeo/brands/pyle-design

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

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