AI Visibility Scorecard
DevOps & Infra
devopsandinfra.com · Technology
Borderline visible. AI bots can crawl DevOps & Infra, 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 1 times
Claude
#2,027,325 of 2,707,789 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About DevOps & Infra
from our crawl and measurement
"A technical knowledge base of DevOps and infrastructure tools, categorized articles and Q&A for engineers." That is how DevOps & Infra introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found structured data on the page (Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
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.
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 3.7/10, DevOps & Infra is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is DevOps?
DevOps is a way of working that merges software development and IT operations so the same team owns a service from idea to production and beyond. Instead of throwing code over a wall, teams automate the path to production — build, test, security, release, and monitoring — so changes ship quickly, safely, and repeatably. It is as much about culture and feedback loops as it is about tooling.
What is Infrastructure?
Infrastructure is everything your software runs on — compute, storage, networking, and the platforms that tie them together, whether in your own data center or across AWS, Azure, and GCP. Modern practice treats it as code: defined in version-controlled files, provisioned automatically, and reproducible, so environments are consistent and changes are auditable.
How to use this site?
Every tool here follows the same structure so you can move quickly. Start with the overview article for a plain-language explanation of what the tool is, the problem it solves, where it fits in the delivery lifecycle, and how it works in practice — with real commands and configuration, not marketing.
Is this your brand?
The exact fixes for DevOps & Infra
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for DevOps & Infra.
Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devopsandinfra
Cite this score: Engagemii (2026). "AEO Score for DevOps & Infra." Retrieved from https://engagemii.com/aeo/brands/devopsandinfra
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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