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AI Visibility Scorecard

Celts Apparel

Celts Apparel

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celtsapparel.com · E-commerce

Borderline visible. AI bots can crawl Celts Apparel, 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.

AI engines read this profile 2 times

ChatGPT

#421,606 of 521,137 in E-commerce for AI visibility

3.3

/10

AEO Score

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About Celts Apparel

from our crawl and measurement

Celts Apparel describes itself simply: "BRENDAN RODGERS POPE - CELTIC FC T-SHIRT Brendan Rodgers Pope T-Shirt is perfect to wear on match day, on the terraces at Celtic Park, down at the local with a pint of lager or cozy in the." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.3 out of 10.

On the page itself the strengths are clear: structured data describing the business, a clearly stated business identity and crawler access and the files AI engines look for. What holds it back is 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 there is only faint evidence that only a handful of sites link to it. Beyond that, 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. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT). The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · E-commerce
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

7

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

Clear headings and answer-style content.

Entity Clarity

7

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

8

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

1

Inbound links from other sites.

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 3.3/10, Celts Apparel is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

The exact fixes for Celts Apparel

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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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/celtsapparel

Cite this score: Engagemii (2026). "AEO Score for Celts Apparel." Retrieved from https://engagemii.com/aeo/brands/celtsapparel

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

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