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AI Visibility Scorecard
vinnycmd
vinnycmd.com · Technology
At 1.6/10, vinnycmd is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,683,482 of 2,708,729 in Technology for AI visibility
1.6
/10
AEO Score
About vinnycmd
from our crawl and measurement
"This site is hosted on AWS with CloudFormation as infrastructure-as-code, built as a real, learning-by-doing portfolio.Vinny CMD, founded and operated by Vincent...." That is how vinnycmd introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 1.6 out of 10.
The site gets some of it right: it has a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
0
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
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 1.6/10, vinnycmd is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for vinnycmd
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
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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/vinnycmd
Cite this score: Engagemii (2026). "AEO Score for vinnycmd." Retrieved from https://engagemii.com/aeo/brands/vinnycmd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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