AI Visibility Scorecard
Devbin
devbin.kr · Other
Borderline visible. AI bots can crawl Devbin, 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.
AI engines read this profile 1 times
Claude
4
AEO Visibility
iNear-invisible · 3.7/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Devbin
from our crawl and measurement
Devbin describes itself simply: "DevbinCategoriesTagsArchivesSearch하루 정리 블로그 👋많든 적든 하루에 하나씩 C++ 개발을 위한 Vim 설치 및 세팅C++ 공부 해보려고 윈도우에서 소켓을 구현했는데 IO Event(IOCP, epoll, kqueue 등) 라던지, 소켓 내부 구현체가 리눅스와 달라서 직접 리눅스를 설치하고 개발을 해보려고." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found structured data on the page (Organization), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
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
Fair
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 3.7/10, Devbin is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Devbin
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Devbin.
Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devbin-kr
Cite this score: Engagemii (2026). "AEO Score for Devbin." Retrieved from https://engagemii.com/aeo/brands/devbin-kr
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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