▼ 0.5 since Jul 2026
#1,377,361 OF 2,698,581 IN TECHNOLOGY
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AI Visibility Scorecard
codewizardly.com | DevOps.
codewizardly.com · Technology
Borderline visible. AI bots can crawl codewizardly.com | DevOps., 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
#1,377,361 of 2,698,581 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About codewizardly.com | DevOps.
from our crawl and measurement
codewizardly.com is a business whose own site puts it this way: "#kubernetes devops July 5, 2022 Configure Multi Git Accounts On Linux Setup multi accounts for git #devops devops August 24, 2021 What Is Terraform Drift And How To Avoid It?." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found structured data on the page (WebPage, Organization), 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
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
7
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
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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 4.5/10, codewizardly.com | DevOps. is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Is Terraform Drift And How To Avoid It?
Solving Terraform drifts is like washing a huge pile of dishes that never ends. In a real environment at any scale mitigate drifts is not an easy task. #iac devops March 5, 2021
Is this your brand?
The exact fixes for codewizardly.com | DevOps.
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 codewizardly.com | DevOps..
Source & Attribution
Scored by Engagemii on September 3, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codewizardly
Cite this score: Engagemii (2026). "AEO Score for codewizardly.com | DevOps.." Retrieved from https://engagemii.com/aeo/brands/codewizardly
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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