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AI Visibility Scorecard

Madness Canada

Madness Canada

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madnesscanada.com · Education

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

AI engines read this profile 3 times

Meta AI · Claude

#133,266 of 876,923 in Education for AI visibility

5.8

/10

AEO Score

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About Madness Canada

from our crawl and measurement

"Madness Canada is your passport to diverse inquiries into the past, present, and future of mental health." That is how Madness Canada introduces itself. Its AI visibility score is 5.8 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 crawler access and the files AI engines look for. It is passable on a workable page structure, a partly stated business identity and partial sitemap and link coverage. What holds it back is structured data describing the business 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 and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and nobody is discussing it where AI engines look. 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). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Education
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

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

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

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

AI Discoverability

5

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

1

Social discussion and mentions.

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 5.8/10, Madness Canada has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Madness Canada

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Madness Canada: 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/madnesscanada

Cite this score: Engagemii (2026). "AEO Score for Madness Canada." Retrieved from https://engagemii.com/aeo/brands/madnesscanada

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

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