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AI Visibility Scorecard

CodeHatch

CodeHatch

Unclaimed

codehatch.kr · Other

At 2.2/10, CodeHatch is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

Monitoring for AI engine activity

In the Engagemii AEO index

2

AEO Visibility

i

Near-invisible · 2.2/10

15

Muse Index Score

i

AI agent readiness

Basic · 15/100

0

AI Adoption

i

None detected · 0/100

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About CodeHatch

from our crawl and measurement

codehatch.kr is a business whose own site puts it this way: "작은 아이디어가 성장해 나오는 과정을 담은 블로그이자, 그 과정 속에서 배우고 깨달은 것들을 기록하고 공유하기 위한 코드해치입니다." As far as answer engines are concerned it may as well not exist yet: 2.2 out of 10.

Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.

Industry · Other
Last scored · Sep 14, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

3

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

5

Clear headings and answer-style content.

Entity Clarity

4

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

1

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

AI Discoverability

4

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 2.2/10, CodeHatch is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for CodeHatch: AEO & AI Search

Why your brand doesn't show up in ChatGPT answers (and how to fix it)

ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.

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Source & Attribution

Scored by Engagemii on September 14, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/codehatch-kr

Cite this score: Engagemii (2026). "AEO Score for CodeHatch." Retrieved from https://engagemii.com/aeo/brands/codehatch-kr

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

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