AI Visibility Scorecard
masterywithsql.com · Technology
Somewhat visible. AI bots can read Mastery with SQL, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Claude · Perplexity
#464,592 of 2,707,329 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
2
AI Adoption
iBasic · 2/100
from our crawl and measurement
"Now free on YouTube! Over 60 HD videos and 150 exercises to learn modern SQL with this hands-on practical course built for the busy learner." That is how Mastery with SQL introduces itself. Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
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 5.4/10, Mastery with SQL has a working base to build on - fixable, and the signals above are where to start.
Do you find databases and SQL intimidating?
SQL is a difficult language to master and is quite different from most programming languages. Let me help you take the fear out of it all. This course is made for real people.
Is this your brand?
The exact fixes for Mastery with SQL
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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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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/masterywithsql
Cite this score: Engagemii (2026). "AEO Score for Mastery with SQL." Retrieved from https://engagemii.com/aeo/brands/masterywithsql
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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