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AI Visibility Scorecard
Coursera Black Friday
courserablackfriday.com · Education
Somewhat visible. AI bots can read Coursera Black Friday, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#322,362 of 876,918 in Education for AI visibility
5.1
/10
AEO Score
About Coursera Black Friday
from our crawl and measurement
"You can grab a Coursera Black Friday Plus subscription with exclusive discounts of up to 40% offers active in March 2026." That is how Coursera Black Friday of San Bernardino, CA introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.9 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ImageObject), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
7
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
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 5.1/10, Coursera Black Friday has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Coursera Black Friday
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/courserablackfriday
Cite this score: Engagemii (2026). "AEO Score for Coursera Black Friday." Retrieved from https://engagemii.com/aeo/brands/courserablackfriday
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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