AI Visibility Scorecard
CodeAhoy
codeahoy.com · Technology
Somewhat visible. AI bots can read CodeAhoy, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Apple Intelligence · ShapBot
#181,486 of 2,707,790 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.9/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
6
AI Adoption
iBasic · 6/100
About CodeAhoy
from our crawl and measurement
CodeAhoy describes itself simply: "Blog on software and human factors. 100% Tested on Humans." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.9 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), 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
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
Good
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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Strong
Forum and community discussion.
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 5.9/10, CodeAhoy has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to use Feature Flags in Node.js?
Feature flags (or feature toggles) is a powerful technique used by modern software teams to control the behavior of their code and features in production. Feature flags are used for: ... Sep 12, 2021
Is this your brand?
The exact fixes for CodeAhoy
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 CodeAhoy.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codeahoy
Cite this score: Engagemii (2026). "AEO Score for CodeAhoy." Retrieved from https://engagemii.com/aeo/brands/codeahoy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform