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AI Visibility Scorecard

82NC

Name: 82NC - AI Visibility Score
Creator: Engagemii
Published: 2026-09-14T22:31:14.931Z
License: https://creativecommons.org/licenses/by/4.0/

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82chapters.com · Membership Organizations

Borderline visible. AI bots can crawl 82NC, 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.

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Monitoring for AI engine activity

In the Engagemii AEO index

#53,166 of 85,887 in Membership Organizations for AI visibility

AEO Visibility

Borderline · 4.3/10

Muse Index Score

AI agent readiness

Agent-ready · 45/100

AI Adoption

None detected · 0/100

About 82NC

from our crawl and measurement

"82 Chapters to Newcastle ist ein unabhängiger Abfüller mit Fokus auf Whisky und Rum. Neben Single Cask Abfüllungen gibt es auch Standards, wie den All-Day-Rum The Beauty." That is how 82 Chapters to Newcastle introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.

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

Industry · Membership Organizations

Last scored · Sep 14, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

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

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Inbound links from other sites.

Domain Authority

Little domain authority yet.

Reference Presence

Not in AI knowledge graphs yet.

News & Press

No press coverage found yet.

Community

No community discussion yet.

Social Mentions

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 4.3/10, 82NC is crawlable but under-signaled - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for 82NC: 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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Free signup unlocks the full article plus your personalized AEO fix list for 82NC.

Source & Attribution

Scored by Engagemii on September 14, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/82chapters

Cite this score: Engagemii (2026). "AEO Score for 82NC." Retrieved from https://engagemii.com/aeo/brands/82chapters

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