AI Visibility Scorecard
海洋光学 · Ocean Optics
led-analysis.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl 海洋光学 · Ocean Optics, 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
#72,929 of 270,144 in Manufacturing & Industrial for AI visibility
24
4
AEO Visibility
iBorderline · 4/10
-
Network Authority
iNot connected yet
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
Business connections
Public companies in Manufacturing & Industrial have about 2 business relationships on record.
You have none on record yet.
About 海洋光学 · Ocean Optics
from our crawl and measurement
"Characterizing the power, wavelength and spectral shape of LEDs is important in manufacturing. Learn more." That is how 海洋光学 · Ocean Optics introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- 海洋光学 · Ocean Optics
- Website ·
- led-analysis.com
- Industry ·
- Manufacturing & Industrial
- Location ·
- Orlando, FL
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Oct 20, 2026
The 6 signals AI reads
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
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 read your site and name it in answers. At 4/10, 海洋光学 · Ocean Optics is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 海洋光学 · Ocean Optics
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 20, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/led-analysis
Cite this score: Engagemii (2026). "AEO Score for 海洋光学 · Ocean Optics." Retrieved from https://engagemii.com/aeo/brands/led-analysis
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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