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AI Visibility Scorecard
led-module.cn · Home & Living
Borderline visible. AI bots can crawl MANKUN Quality PCB LED Module, DOB LED Module , PCB manufacturer, from China, 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
#888,585 of 1,075,553 in Home & Living for AI visibility
3.4
/10
AEO Score
from our crawl and measurement
"MANKUN electronics co., ltd. was founded in August 2005, is a collection of LED lighting PCB circuit board research and development, production, and sales in one of the highly Modern." That is how MANKUN Quality PCB LED Module, DOB LED Module, PCB manufacturer, from China introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.4 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.
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
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
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 3.4/10, MANKUN Quality PCB LED Module, DOB LED Module , PCB manufacturer, from China is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for MANKUN Quality PCB LED Module, DOB LED Module , PCB manufacturer, from China
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Weekly ChatGPT & Claude citation tracking
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Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/led-module-cn
Cite this score: Engagemii (2026). "AEO Score for MANKUN Quality PCB LED Module, DOB LED Module , PCB manufacturer, from China." Retrieved from https://engagemii.com/aeo/brands/led-module-cn
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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