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AI Visibility Scorecard

Shenzhen Coreshine Optoelectronics Co.,Ltd

Shenzhen Coreshine Optoelectronics Co.,Ltd

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⚠ Identity mismatch

linear-ledlight.com · E-commerce

Borderline visible. AI bots can crawl Shenzhen Coreshine Optoelectronics Co.,Ltd, 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

#295,683 of 597,165 in E-commerce for AI visibility

4.4

/10

AEO Score

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About Shenzhen Coreshine Optoelectronics Co.,Ltd

from our crawl and measurement

"Shenzhen Coreshine Optoelectronics Co.,Ltd, we are LED Linear Lighting System Manufacturer,Established in 2005.We have 500 employees,annual sales of 50 million US dollars." That is how Shenzhen Coreshine Optoelectronics Co.,Ltd introduces itself. When AI engines look at it, they find little to work with. It scores 4.4 out of 10.

On its own pages the site does well on structured data describing the business, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a workable page structure. What holds it back is credibility markers like credentials or reviews.

Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.

It does link out to several social profiles, which helps engines tie the brand together.

Industry · E-commerce
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

7

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

3

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

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.

Reddit

0

No Reddit mentions 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 4.4/10, Shenzhen Coreshine Optoelectronics Co.,Ltd is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Shenzhen Coreshine Optoelectronics Co.,Ltd

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Source & Attribution

Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/linear-ledlight

Cite this score: Engagemii (2026). "AEO Score for Shenzhen Coreshine Optoelectronics Co.,Ltd." Retrieved from https://engagemii.com/aeo/brands/linear-ledlight

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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