AI Visibility Scorecard
Wholesale LED Outdoor Lights Manufacturers, OEM Factory
classicledlight.com · Manufacturing & Industrial
Borderline visible. AI bots can crawl Wholesale LED Outdoor Lights Manufacturers, OEM Factory, 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
#203,380 of 267,381 in Manufacturing & Industrial for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Wholesale LED Outdoor Lights Manufacturers, OEM Factory
from our crawl and measurement
"Ningbo Golden Classic Lighting Co., Ltd. is China LED outdoor lights manufacturers and OEM LED outdoor lights factory, offer wholesale LED outdoor lights for sale." That is how Wholesale LED Outdoor Lights Manufacturers, OEM Factory introduces itself. When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.9/10, Wholesale LED Outdoor Lights Manufacturers, OEM Factory is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Wholesale LED Outdoor Lights Manufacturers, OEM Factory
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
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Source & Attribution
Scored by Engagemii on August 4, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/classicledlight
Cite this score: Engagemii (2026). "AEO Score for Wholesale LED Outdoor Lights Manufacturers, OEM Factory." Retrieved from https://engagemii.com/aeo/brands/classicledlight
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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