AI visibility score
4.1/ 10Fair

#358,641 of 526,842 in Professional Services

As of 2026-08-13 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Lou Shackleton

Lou Shackleton

Unclaimed

loushackleton.com · Professional Services

Borderline visible. AI bots can crawl Lou Shackleton, 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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In the Engagemii AEO index

#358,641 of 526,842 in Professional Services for AI visibility

4

AEO Visibility

i

Borderline · 4.1/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

?

AI Adoption

i

None detected · -/100

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About Lou Shackleton

from our crawl and measurement

Lou Shackleton Design for life, work, and organisations from the Change-maker and Sense-maker in Chief is a business whose own site puts it this way: "Whether you’re creating change in your own life, at work, or in your business, I’m here to help you to make choices that lead to more delight for yourself and others." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.1 out of 10.

Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.

Industry · Professional Services
Last scored · Aug 13, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Strong

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

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 4.1/10, Lou Shackleton is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

What do I mean by design?

My definition of intent is this one: the rendering of intent. “Design means choosing an intent, and then making that intent real in the world.” This is my favourite definition of design, from Jared Spool. The results of the design process might be a chair, a phone, a website or a healthcare service. Whichever it is, we can design these things so that they delight or frustrate the people who use them.

making intent real. got it. sounds, er simple…?

It is, in a way, because that’s what we’re trying to do. Simplify things. But, as humans, we can make things pretty complicated pretty quickly when left to our own devices. And that single line from Spool, presented on its own, implies that ‘making that intent real in the world’ is a simple next step. It’s not. It’s complicated, messy, confusing. And there’s another concept we can borrow from design to help us here.

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Picked for Lou Shackleton: 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 13, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Lou Shackleton." Retrieved from https://engagemii.com/aeo/brands/loushackleton

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

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