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AI Visibility Scorecard

The Guildford Arms

The Guildford Arms

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guildfordarms.com · Food & Beverage

Somewhat visible. AI bots can read The Guildford Arms, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#105,399 of 1,354,830 in Food & Beverage for AI visibility

5.7

/10

AEO Score

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About The Guildford Arms

from our crawl and measurement

The Guildford Arms describes itself simply: "<p>Classic Edinburgh New Town Victorian Bar & Restaurant. Owned and operated by the Stewart family since 1896.</p><p>One of Scotland's <em>People's Palaces</em>, designed in response to." Its AI visibility score is 5.7 out of 10: the engines can find it, but they do not have much to hold on to.

On its own pages the site does well on a clearly stated business identity. It is passable on some structured data, basic crawler access and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers and credibility markers like credentials or reviews.

Off the page, 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. 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 62 words. It does link out to several social profiles, which helps engines tie the brand together.

Industry · Food & Beverage
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

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

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

6

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Authority

3

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 5.7/10, The Guildford Arms has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for The Guildford Arms: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for The Guildford Arms." Retrieved from https://engagemii.com/aeo/brands/guildfordarms

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

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