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AI Visibility Scorecard

Clan MacQuarrie Comm

Clan MacQuarrie Comm

Unclaimed

clanmacq.com · Food & Beverage

Somewhat visible. AI bots can read Clan MacQuarrie Comm, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

Claude · Meta AI

#161,408 of 1,354,263 in Food & Beverage for AI visibility

5.5

/10

AEO Score

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About Clan MacQuarrie Comm

from our crawl and measurement

"Clan MacQuarrie Community Centre | Borve, Isle of Lewis. Catering for events with full in-house industry level kitchen, in-house catering service, a professional quality sound and lighting." That is how Clan MacQuarrie Comm introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.

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

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.

Industry · Food & Beverage
Last scored · Aug 7, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

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 5.5/10, Clan MacQuarrie Comm has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Clan MacQuarrie Comm

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Clan MacQuarrie Comm: 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 7, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Clan MacQuarrie Comm." Retrieved from https://engagemii.com/aeo/brands/clanmacq

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

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