AI Visibility Scorecard
· Technology
Borderline visible. AI bots can crawl DevOps NY, 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 3 times
Claude
#2,026,926 of 2,707,329 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from devopsny.com
Ops NY HomeLinksToolsAboutRecommended Reading Blog A Four Node Kubernetes Cluster for Your Home Lab Introduction While I have this on my mind, I decided to build a microk8s cluster from a bunch of raspberry pis that I have laying around.
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
Fair
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
Weak
No inbound links found yet.
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
Weak
No community discussion yet.
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 3.7/10, DevOps NY is crawlable but under-signaled - fixable, and the signals above are where to start.
What is this?
A colleague turned me on to this interesting project that pulls together some or all of HashiCorps offerings. They all run within a virtual instance on a local machine. This could prove useful for discovering how each component works. You can find the project here: https://servian.github.io/hashiqube/
Is this your brand?
The exact fixes for DevOps NY
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devopsny
Cite this score: Engagemii (2026). "AEO Score for DevOps NY." Retrieved from https://engagemii.com/aeo/brands/devopsny
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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