AI Visibility Scorecard
Junhwan Beom
beom.dev · Technology
At 2.1/10, Junhwan Beom 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.
AI engines read this profile 1 times
Claude
#2,436,586 of 2,705,025 in Technology for AI visibility
2
AEO Visibility
iNear-invisible · 2.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Junhwan Beom
from our crawl and measurement
"이번 역은 This stop is 前方到站是 まもなく 이번 역은 101 범준환 Junhwan Beom 范準桓 ボム·ジュンファン ← 102 → 이력서 Résume 简历 履歴書 ← 103 → 깃허브 GitHub GitHub ギットハブ 나가는 곳 Way Out 出口 1 블로그 Blog 2 링크드인 Linkedin 3 이메일 Email ©." That is how Junhwan Beom introduces itself. As far as answer engines are concerned it may as well not exist yet: 2.1 out of 10.
The page falls short on a heading structure that lays out what it offers, sitemaps and entity links AI can follow, structured data describing the business, a clearly stated business identity, credibility markers like credentials or reviews and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
There is not much on the page to read either, about 46 words.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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 2.1/10, Junhwan Beom is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Junhwan Beom
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/beom-dev
Cite this score: Engagemii (2026). "AEO Score for Junhwan Beom." Retrieved from https://engagemii.com/aeo/brands/beom-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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