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AI Visibility Scorecard

Evan McDougall | Freelance Industrial Designer

Evan McDougall | Freelance Industrial Designer

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evanmcdougall.com · Manufacturing & Industrial

Somewhat visible. AI bots can read Evan McDougall | Freelance Industrial Designer, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Claude

#75,496 of 244,164 in Manufacturing & Industrial for AI visibility

5

AEO Visibility

i

Borderline · 5.1/10

15

Muse Index Score

i

AI agent readiness

Basic · 15/100

0

AI Adoption

i

None detected · 0/100

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About Evan McDougall | Freelance Industrial Designer

from our crawl and measurement

"<p>Evan McDougall is a Canadian Industrial Designer. He has experience working on a wide variety of products from technical soft goods to consumer electronics and." That is how Evan McDougall introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.

On the page it is passable on a workable page structure and a partly stated business identity. What holds it back is structured data describing the business, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.

Away from its own site, 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. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 30 words.

Industry · Manufacturing & Industrial
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

4

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

5

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

4

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

AI Discoverability

4

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

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 5.1/10, Evan McDougall | Freelance Industrial Designer has a working base to build on - fixable, and the signals above are where to start.

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Picked for Evan McDougall | Freelance Industrial Designer: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Evan McDougall | Freelance Industrial Designer." Retrieved from https://engagemii.com/aeo/brands/evanmcdougall

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

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