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AI Visibility Scorecard

Masterclass

Masterclass

Unclaimed

www.masterclass.com · Education

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

AI engines read this profile 10 times

ChatGPT · Claude · Apple Intelligence · ChatGPT Search

#89,626 of 860,918 in Education for AI visibility

6

/10

AEO Score

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About Masterclass

from our crawl and measurement

Masterclass works in Education. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places, missing in others.

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

AI crawlers have visited the site 7 times in our tracking, so the engines are already looking.

Industry · Education
Last scored · May 6, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization schema present with founder, logo, and multiple sameAs links, but lacks rich snippets for Product, AggregateRating, or FAQPage schemas that would enhance AI understanding of course offerings and credibility.

Content Structure

4

Single H1 tag present but no H2 hierarchy detected on homepage; meta description is generic and lacks keyword specificity; no visible FAQ section structure to support answer engine optimization.

Entity Clarity

8

Organization name, founder (David Rogier), legal name, and multiple URL confirmations present in schema; however, physical location/headquarters address missing which would strengthen local entity recognition.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

5

Schema links to press features (Bloomberg, TechCrunch, CBS) and Wikipedia demonstrate authority, but homepage lacks visible instructor credentials, student testimonials, ratings, or awards sections that AI systems prioritize for E-E-A-T assessment.

Technical AEO

9

Excellent technical setup: all major AI crawlers (GPTBot, ClaudeBot, Google-Extended) explicitly allowed, multiple sitemaps present, llms.txt created with platform description, and proper robots.txt configuration.

AI Discoverability

7

llms.txt exists with descriptive content and key features; extensive sameAs links in schema support entity disambiguation across platforms; missing only deep linking to instructor profiles and course-level FAQPage schemas.

Off-page authority

How the web signals your brand to AI

Backlinks

10

Inbound links from other sites.

Domain Trust

6

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

6

Press and news coverage.

Community

6

Forum and community discussion.

Reddit

8

Reddit mentions and discussion.

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 6/10, Masterclass has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Masterclass

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Masterclass: 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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Free signup unlocks the full article plus your personalized AEO fix list for Masterclass.

Source & Attribution

Scored by Engagemii on May 6, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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