AI Visibility Scorecard
ledshell.com
ledshell.com · Other
Borderline visible. AI bots can crawl ledshell.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 2 times
Claude
<1
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About ledshell.com
from our crawl and measurement
ledshell.com is a business whose own site puts it this way: "제품전시 벽부등3652A LED공장등150 LED공장등500 LED공장등120 지중등3153-1 소형투ᅎ LED바투광 가로등50W~20 계좌번호안내 신한은행 신한은행:110-358-387909 예금주: JIN HURI 국제운송 版权所有：上海兰浦照明科技有限公司地址: 中国上海市闵行区中谊路1215号 HP: 0086-13162467307." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times 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
Weak
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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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, ledshell.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for ledshell.com
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for ledshell.com.
Source & Attribution
Scored by Engagemii on October 20, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ledshell
Cite this score: Engagemii (2026). "AEO Score for ledshell.com." Retrieved from https://engagemii.com/aeo/brands/ledshell
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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