AI Visibility Scorecard
lightonpluslab.com · Technology
Borderline visible. AI bots can crawl LightOn Plus Lab — AI Apps & Innovation Studio, 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
#2,265,833 of 2,705,506 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
LightOn Plus Lab AI Apps & Innovation Studio is a 안양시, 경기도 business whose own site puts it this way: "AI를 실제 제품으로 만드는 1인 스튜디오. 기획부터 배포·운영까지 AI 앱을 직접 만들어 운영합니다." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
On the page itself the strengths are clear: structured data describing the business, a clear heading structure, a clearly stated business identity and crawler access and the files AI engines look for. It is passable on partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
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. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Strong · Good · Fair · Weak
Structured Data
Good
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
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.
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, LightOn Plus Lab — AI Apps & Innovation Studio is crawlable but under-signaled - fixable, and the signals above are where to start.
프로젝트가 있으신가요?
아이디어 단계든, 이미 돌아가는 서비스에 AI를 붙이고 싶으신 단계든 괜찮습니다. 24시간 안에 회신드립니다. 상담 요청 [email protected] LightOn+LabAI Apps · Innovation AI를 실제 제품으로 만드는 1인 스튜디오. 경기도 안양.
Is this your brand?
The exact fixes for LightOn Plus Lab — AI Apps & Innovation Studio
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for LightOn Plus Lab — AI Apps & Innovation Studio.
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lightonpluslab
Cite this score: Engagemii (2026). "AEO Score for LightOn Plus Lab — AI Apps & Innovation Studio." Retrieved from https://engagemii.com/aeo/brands/lightonpluslab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform