AI Visibility Scorecard
Seonghak — Cloud Solution Architect
seonghak.com · Technology
Borderline visible. AI bots can crawl Seonghak — Cloud Solution Architect, 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
#2,266,223 of 2,705,698 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
5
AI Adoption
iBasic · 5/100
About Seonghak — Cloud Solution Architect
from our crawl and measurement
Seonghak Cloud Solution Architect describes itself simply: "Seonghak은 AI, 머신러닝, 데이터 엔지니어링을 다루는 Principal Engineer입니다. BigQuery, Agent Engine, Gemini Enterprise 워크북과 기술 블로그·슬라이드를 제공합니다." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found structured data on the page (WebSite, Person, ProfilePage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once 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
Good
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
Strong
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 3.5/10, Seonghak — Cloud Solution Architect is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Seonghak — Cloud Solution Architect
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on October 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/seonghak
Cite this score: Engagemii (2026). "AEO Score for Seonghak — Cloud Solution Architect." Retrieved from https://engagemii.com/aeo/brands/seonghak
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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