AI Visibility Scorecard
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 13 times
ChatGPT · Claude · Amazon Alexa · Apple Intelligence
#51,579 of 937,045 in Education for AI visibility
6
AEO Visibility
iVisible · 6.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
?
AI Adoption
iNone detected · -/100
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.
Strong · Good · Fair · Weak
Structured Data
Good
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
Fair
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
Strong
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
Fair
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
Strong
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
Good
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.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Good
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Good
Press and news coverage.
Community
Good
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 6.2/10, Masterclass has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Masterclass
Which AI engines already crawl you
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Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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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