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AI Visibility Scorecard

The Regular Works

Name: The Regular Works - AI Visibility Score
Creator: Engagemii
Published: 2026-08-09T06:55:37.741Z
License: https://creativecommons.org/licenses/by/4.0/

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theregularworks.com · Fashion & Apparel

Borderline visible. AI bots can crawl The Regular Works, 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.

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Monitoring for AI engine activity

In the Engagemii AEO index

#103,443 of 204,427 in Fashion & Apparel for AI visibility

4.4

/10

AEO Score

About The Regular Works

from our crawl and measurement

"A curated collection of pieces which stand the test of time. Clothing, accessories and leathergoods that get better with age." That is how The Regular Works introduces itself. When AI engines look at it, they find little to work with. It scores 4.2 out of 10.

Our crawl found an llms.txt file for AI models, a sitemap and a readable heading structure. It is missing structured data describing the business.

Industry · Fashion & Apparel

Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

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

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Inbound links from other sites.

Domain Trust

Little domain authority yet.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

No press coverage found yet.

Community

No community discussion yet.

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 4.4/10, The Regular Works is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for The Regular Works: Fashion & Apparel

The Fitting Room Question Your Website Can't Answer (Yet)

Fashion is the most personal purchase category on the internet. And yet most fashion brands treat their website like a lookbook - beautiful to scroll, impossible to actually talk to.

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Source & Attribution

Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for The Regular Works." Retrieved from https://engagemii.com/aeo/brands/theregularworks

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