AI Visibility Scorecard
Infrastructure As Code
infrastructureascode.dev · Education
Borderline visible. AI bots can crawl Infrastructure As Code, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#832,209 of 937,492 in Education for AI visibility
3
AEO Visibility
iNear-invisible · 3.4/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
4
AI Adoption
iBasic · 4/100
About Infrastructure As Code
from our crawl and measurement
Infrastructure As Code describes itself simply: "We believe that IaC is the future of infrastructure management, and our goal is to help developers and operations teams alike to adopt these tools and practices." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 out of 10.
Our crawl found structured data on the page (FAQPage). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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.
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 3.4/10, Infrastructure As Code is crawlable but under-signaled - fixable, and the signals above are where to start.
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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.
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Source & Attribution
Scored by Engagemii on October 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/infrastructureascode-dev
Cite this score: Engagemii (2026). "AEO Score for Infrastructure As Code." Retrieved from https://engagemii.com/aeo/brands/infrastructureascode-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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