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AI Visibility Scorecard
led-kogen.com
led-kogen.com · Media & Entertainment
Borderline visible. AI bots can crawl led-kogen.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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,635,229 of 1,895,908 in Media & Entertainment for AI visibility
3.1
/10
AEO Score
About led-kogen.com
from our crawl and measurement
"2026.06.05 2026年12月2日〜4日展示会出展： 国際画像機器展2026（パシフィコ横浜） 2026.06.05 2026年11月18日〜20日展示会出展：第48回 HOSPEX JAPAN（東京ビッ." That is how 株式会社飯田照明 New Lighting Innovation introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
The 6 signals AI reads
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
3
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
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.1/10, led-kogen.com is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for led-kogen.com
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 led-kogen.com.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/led-kogen
Cite this score: Engagemii (2026). "AEO Score for led-kogen.com." Retrieved from https://engagemii.com/aeo/brands/led-kogen
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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