AI Visibility Scorecard
vds-data.com
vds-data.com · Technology
Borderline visible. AI bots can crawl vds-data.com, 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
#2,117,554 of 2,704,685 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About vds-data.com
from our crawl and measurement
"비전데이터시스템은 MES, APS, 데이터 분석, AI 자동화를 통해 제조 현장의 생산성, 품질, 납기, 비용 개선을 지원하는 스마트 제조 기술 파트너입니다." That is how vds-data.com introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and 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
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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, vds-data.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
스마트 제조 전환을 어디서 시작해야 할지 고민 중이신가요?
MES, APS, 데이터 분석, AI 자동화까지 VDS가 현장 중심의 실행 계획을 함께 설계합니다. 무료 상담 신청 바로가기 회사소개서비스솔루션적용 시나리오인사이트 도입 패키지 FAQ 개인정보처리방침 회사 정보 비전데이터시스템 (VisionDataSystem) 사업 분야: MES · APS · Data Analysis · AI Services Email: 로딩 중… 본 사이트의 이메일 무단 수집을 거부합니다. © 2019–2026 VisionDataSystem. All rights reserved. MES · APS · Data Analysis · AI Services FAQ 문의
Is this your brand?
The exact fixes for vds-data.com
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vds-data
Cite this score: Engagemii (2026). "AEO Score for vds-data.com." Retrieved from https://engagemii.com/aeo/brands/vds-data
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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