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AI Visibility Scorecard
linkedge.jp · Education
Borderline visible. AI bots can crawl 株式会社L&E Group, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#620,103 of 904,856 in Education for AI visibility
4.2
/10
AEO Score
from our crawl and measurement
株式会社L&E Group describes itself simply: "L&E Groupは「自創と共創による多彩な事業デザインで社会と顧客に貢献し、成功の連鎖を生み出し続ける」をミッションに掲げる、少数精鋭の事業家集団カンパニーです。." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.9 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.2/10, 株式会社L&E Group is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 株式会社L&E Group
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 株式会社L&E Group.
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/linkedge-jp
Cite this score: Engagemii (2026). "AEO Score for 株式会社L&E Group." Retrieved from https://engagemii.com/aeo/brands/linkedge-jp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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