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AI Visibility Scorecard

Cis O'Boyle

Cis O'Boyle

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cisoboyle.com · Education

Borderline visible. AI bots can crawl Cis O'Boyle, 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 1 times

Claude

#711,391 of 871,495 in Education for AI visibility

3.5

/10

AEO Score

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About Cis O'Boyle

from our crawl and measurement

Cis O'Boyle describes itself simply: "She is the co-founder of Idle Women based in Lancashire UK.She trained at the Bartlett School of Architecture and collaborates closely with artists and groups to transform space and realise." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.

On the page it is passable on basic crawler access. What holds it back is a clearly stated business identity, structured data describing the business, a heading structure that lays out what it offers, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.

Off the page, other 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. None of that can be fixed on the page: it has to be earned.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 98 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Education
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

2

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

5

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

AI Discoverability

2

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

7

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

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 3.5/10, Cis O'Boyle is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Cis O'Boyle

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Weekly ChatGPT & Claude citation tracking

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Picked for Cis O'Boyle: 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/cisoboyle

Cite this score: Engagemii (2026). "AEO Score for Cis O'Boyle." Retrieved from https://engagemii.com/aeo/brands/cisoboyle

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

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