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AI Visibility Scorecard
TheDBAdmin — Database, DevOps & Cloud Training
thedbadmin.com · Education
Borderline visible. AI bots can crawl TheDBAdmin — Database, DevOps & Cloud Training, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 8 times
Apple Intelligence · Meta AI · Claude
#521,604 of 886,411 in Education for AI visibility
4.4
/10
AEO Score
About TheDBAdmin — Database, DevOps & Cloud Training
from our crawl and measurement
"Master PostgreSQL DBA, MySQL administration, ClickHouse analytics, and database engineering with India's premier EdTech platform." That is how TheDBAdmin Database, DevOps & Cloud Training introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
The site gets some of it right: it has a sitemap. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a heading structure that lays out what it offers.
AI crawlers have visited the site 2 times in our tracking, so the engines are already looking.
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
4
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
4
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
9
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
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 4.4/10, TheDBAdmin — Database, DevOps & Cloud Training is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for TheDBAdmin — Database, DevOps & Cloud Training
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thedbadmin
Cite this score: Engagemii (2026). "AEO Score for TheDBAdmin — Database, DevOps & Cloud Training." Retrieved from https://engagemii.com/aeo/brands/thedbadmin
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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