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AI Visibility Scorecard

Claire McCauley

Claire McCauley

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cmccauley.com · Media & Entertainment

Borderline visible. AI bots can crawl Claire McCauley, 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

Claude · Meta AI

#1,072,729 of 1,898,355 in Media & Entertainment for AI visibility

4.4

/10

AEO Score

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About Claire McCauley

from our crawl and measurement

Claire McCauley is a business whose own site puts it this way: "A St. Pete-based ceramics artist focusing on small biomes and aquatic themes in both functional and structural ceramics with a focus on cups, mugs, and pins." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.

On the page itself the strengths are clear: crawler access and the files AI engines look for. It is passable on a workable page structure and a partly stated business identity. What holds it back is sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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 once in our tracking, including ClaudeBot (Anthropic).

Industry · Media & Entertainment
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

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

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

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

6

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

Reference Presence

0

Not in AI knowledge graphs yet.

News & Press

0

No press coverage found yet.

Community

0

No community discussion yet.

Social Mentions

0

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

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Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Claire McCauley: How-To

How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide

The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.

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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Claire McCauley." Retrieved from https://engagemii.com/aeo/brands/cmccauley

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

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