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AI Visibility Scorecard

MUTINY x ALX — First Cohort

MUTINY x ALX — First Cohort

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mutinyacademy.com · Other

At 1.2/10, MUTINY x ALX — First Cohort is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

1.2

/10

AEO Score

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About MUTINY x ALX — First Cohort

from our crawl and measurement

MUTINY x ALX — First Cohort is a business whose own site puts it this way: "A digital showcase documenting the first generation of creators who joined Mutiny x ALX to build campaigns, create culture and produce work that reflects the future of African...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.

Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.

Industry · Other
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

0

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

0

Experience, Expertise, Authority, Trust markers.

Technical AEO

2

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

AI Discoverability

2

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

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 1.2/10, MUTINY x ALX — First Cohort is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for MUTINY x ALX — First Cohort

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for MUTINY x ALX — First Cohort: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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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/mutinyacademy

Cite this score: Engagemii (2026). "AEO Score for MUTINY x ALX — First Cohort." Retrieved from https://engagemii.com/aeo/brands/mutinyacademy

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

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