⚡ This is your brand? Claim your page FREE and bring it to life on AI search.

AI Visibility Scorecard

Code-First Agents

Name: Code-First Agents - AI Visibility Score
Creator: Engagemii
Published: 2026-08-08T21:37:53.640Z
License: https://creativecommons.org/licenses/by/4.0/

Unclaimed

code-first-agents.com · Technology

Borderline visible. AI bots can crawl Code-First Agents, 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.

Claim this page free See the breakdown

Monitoring for AI engine activity

In the Engagemii AEO index

#2,258,455 of 2,833,422 in Technology for AI visibility

3.6

/10

AEO Score

About Code-First Agents

from our crawl and measurement

Code-First Agents describes itself simply: "Design patterns for building reliable AI agents by moving deterministic work from the LLM to code." When AI engines look at it, they find little to work with. It scores 3.4 out of 10.

Our crawl found structured data on the page (WebSite, TechArticle, SoftwareSourceCode), an llms.txt file for AI models and a sitemap.

Industry · Technology

Last scored · Aug 8, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Clear headings and answer-style content.

Entity Clarity

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Experience, Expertise, Authority, Trust markers.

Technical AEO

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Inbound links from other sites.

Domain Trust

Little domain authority yet.

Entity Presence

Not in AI knowledge graphs yet.

News Mentions

No press coverage found yet.

Community

No community discussion yet.

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 3.6/10, Code-First Agents is crawlable but under-signaled - fixable, and the signals above are where to start.

Is this your brand?

✓

The exact fixes for Code-First Agents

✓

Which AI engines already crawl you

✓

Weekly ChatGPT & Claude citation tracking

Password (8+ characters)

Already have an account? Sign in

From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→

Picked for Code-First Agents: Tech & Electronics

Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?

Tech buyers are the most research-intensive shoppers on the internet.

Continue reading in your free Engagemii portal

Free signup unlocks the full article plus your personalized AEO fix list for Code-First Agents.

Source & Attribution

Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/code-first-agents

Cite this score: Engagemii (2026). "AEO Score for Code-First Agents." Retrieved from https://engagemii.com/aeo/brands/code-first-agents

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.