AI Visibility Scorecard
밸리드앤드(Valid&)
validand.com · Technology
Borderline visible. AI bots can crawl 밸리드앤드(Valid&), 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 2 times
Claude
#1,603,904 of 2,707,329 in Technology for AI visibility
5
AI Naming Predictability
iRarely named · 5/100
4
AEO Visibility
iBorderline · 4.4/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
About 밸리드앤드(Valid&)
from our crawl and measurement
"공공데이터 제공 평가 · 데이터기반행정 평가 전문 컨설팅. 행안부 평가편람 분석부터 실적·증빙 완결 지원까지." That is how 밸리드앤드(Valid&) of 화성시, 경기도 introduces itself. When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
Our crawl found structured data on the page (Organization, ProfessionalService, WebSite), 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
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Fair
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 4.4/10, 밸리드앤드(Valid&) is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
공공데이터 평가,제대로 준비하고 있습니까?
매년 실시되는 공공데이터 제공 평가와 데이터기반행정 평가는 정부혁신평가, 공공기관 경영평가에 직결됩니다. 밸리드앤드는 평가편람을 정밀 분석하여 기관별 맞춤 전략을 수립합니다. 우리 기관의 강점과 빈틈, 먼저 진단합니다 같은 평가편람이라도 기관 유형·규모·전년도 등급에 따라 대응 전략은 완전히 달라집니다. 기관의 현황을 먼저 진단하고, 그 결과를 바탕으로 점수를 가장 빠르게 끌어올릴 수 있는 맞춤 전략을 설계합니다. 평가는 365일, 실적은 미리 쌓는 것입니다 평가편람은 4월에 발표되지만, 실적 인정기간은 이미 전년도 하반기부터 시작됩니다. 편람 발표 후에 시작하면 늦습니다. 평가 사이클을 1년 단위가 아닌 상시 체계로 설계하여, 내년 평가까지 미리 준비합니다.
Is this your brand?
The exact fixes for 밸리드앤드(Valid&)
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/validand
Cite this score: Engagemii (2026). "AEO Score for 밸리드앤드(Valid&)." Retrieved from https://engagemii.com/aeo/brands/validand
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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