AI Visibility Scorecard
JG Dev Lab
jg-dev-lab.com · Other
Borderline visible. AI bots can crawl JG Dev Lab, 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
3
AEO Visibility
iNear-invisible · 3.3/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About JG Dev Lab
from our crawl and measurement
"문제/주제 요약 자율주행 시스템 개발 중 가장 자주 겪는 현상이… jg-dev2025-12-13자율주행자율주행 시스템에서 시간 동기화가 중요한 이유(센서 타임스탬프, 보정, 지연 문제까지 정리) 대상: LiDAR·Camera·IMU 등 여러 센서를 동시에 사용하는 자율주행 시스템을 개발하는 ROS2 사용자환경: Ubuntu 22.04 +." That is how JG Dev Lab introduces itself. When AI engines look at it, they find little to work with. It scores 3.3 out of 10.
Our crawl found structured data on the page (Person, WebSite, CollectionPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
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
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 3.3/10, JG Dev Lab is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for JG Dev Lab
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.
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Source & Attribution
Scored by Engagemii on September 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jg-dev-lab
Cite this score: Engagemii (2026). "AEO Score for JG Dev Lab." Retrieved from https://engagemii.com/aeo/brands/jg-dev-lab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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