AI VISIBILITY SCOREAS OF 2026-08-01 · ENGAGEMII INDEX

6.7/ 10

▲ 5.0 since Jul 2026

#30,909 OF 1,960,041 IN MEDIA & ENTERTAINMENT

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Cormac Harkin

Name: Cormac Harkin - AI Visibility Score
Creator: Engagemii
Published: 2026-08-01T20:38:39.372Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

cormacharkin.substack.com · Media & Entertainment

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

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AI engines read this profile 2 times

Claude · Apple Intelligence

#30,909 of 1,960,041 in Media & Entertainment for AI visibility

AEO Visibility

Visible · 6.7/10

Muse Index Score

AI agent readiness

Not agent-ready · 0/100

AI Adoption

None detected · 0/100

About Cormac Harkin

from cormacharkin.substack.com

Permaculture Designer, CEO Vine Permaculture, Podcaster, Blogger. Click to read Cormac Harkin, by The Permaculture Vine Podcast, a Substack publication with hundreds of subscribers.

Industry · Media & Entertainment

Last scored · Aug 1, 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

Established authority for your domain.

Reference Presence

Recognized in AI knowledge graphs.

News & Press

Press and news coverage.

Community

Forum and community discussion.

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 6.7/10, Cormac Harkin has a working base to build on - 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 Cormac Harkin: AEO & AI Search

The AEO Checklist Every Small Business Owner Needs Right Now

Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.

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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/cormacharkin-substack

Cite this score: Engagemii (2026). "AEO Score for Cormac Harkin." Retrieved from https://engagemii.com/aeo/brands/cormacharkin-substack

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