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AI Visibility Scorecard

Cole Brands

Name: Cole Brands - AI Visibility Score
Creator: Engagemii
Published: 2026-08-10T09:46:51.806Z
License: https://creativecommons.org/licenses/by/4.0/

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coleauthentic.com · E-commerce

Borderline visible. AI bots can crawl Cole Brands, 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

#280,173 of 553,712 in E-commerce for AI visibility

4.4

/10

AEO Score

About Cole Brands

from our crawl and measurement

Cole Brands describes itself simply: "Subtotal$0.00 Check out Luxury in Every Detail Crafted from Premium PU leather, the Colé Premium Toiletry Bag combines timeless design and thoughtful function for effortless, refined travel." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap.

Industry · E-commerce

Last scored · Aug 10, 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, Cole Brands is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Cole Brands

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Which AI engines already crawl you

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Weekly ChatGPT & Claude citation tracking

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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→

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Source & Attribution

Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Cole Brands." Retrieved from https://engagemii.com/aeo/brands/coleauthentic

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