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AI Visibility Scorecard
SQL Heisenberg's Cloud Diaries
sqlheisenberg.com · Technology
Somewhat visible. AI bots can read SQL Heisenberg's Cloud Diaries, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Apple Intelligence
#606,184 of 2,624,033 in Technology for AI visibility
5.3
/10
AEO Score
About SQL Heisenberg's Cloud Diaries
from our crawl and measurement
SQL Heisenberg's Cloud Diaries describes itself simply: "SQL Heisenberg's cloud diaries is AWS and DevOps all things blog, dedicated to help AWS community to learn and solve problems about cloud and AWS." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.3/10, SQL Heisenberg's Cloud Diaries has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for SQL Heisenberg's Cloud Diaries
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/sqlheisenberg
Cite this score: Engagemii (2026). "AEO Score for SQL Heisenberg's Cloud Diaries." Retrieved from https://engagemii.com/aeo/brands/sqlheisenberg
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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