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AI Visibility Scorecard

Code for Fun

Name: Code for Fun - AI Visibility Score
Creator: Engagemii
Published: 2026-08-01T11:18:31.944Z
License: https://creativecommons.org/licenses/by/4.0/

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codeforfun.jp · Media & Entertainment

Borderline visible. AI bots can crawl Code for Fun, 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.

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Monitoring for AI engine activity

In the Engagemii AEO index

#1,556,945 of 1,866,953 in Media & Entertainment for AI visibility

3.4

/10

AEO Score

About Code for Fun

from our crawl and measurement

Code for Fun is a business whose own site puts it this way: "「わかりやすく・シンプル」をモットーに、プログラミングの基礎からアプリ開発まで紹介。独学でプログラミングを勉強をしている方、基礎は勉強したけれど次に何をすれば良いか分からない...という方のためのサイト。." 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 (WebSite), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.

Industry · Media & Entertainment

Last scored · Aug 1, 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

No inbound links found yet.

Domain Trust

Established authority for your domain.

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 3.4/10, Code for Fun is crawlable but under-signaled - fixable, and the signals above are where to start.

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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 for Fun: How-To

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 August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/codeforfun-jp

Cite this score: Engagemii (2026). "AEO Score for Code for Fun." Retrieved from https://engagemii.com/aeo/brands/codeforfun-jp

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