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AI Visibility Scorecard

colshine-lighting.com

colshine-lighting.com

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colshine-lighting.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl colshine-lighting.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

#207,141 of 237,152 in Manufacturing & Industrial for AI visibility

3.3

/10

AEO Score

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About colshine-lighting.com

from our crawl and measurement

Porcelain Lamp Holder,Porcelain Switch,Sauna Light,Led Area Light is a business whose own site puts it this way: "Colshine is a professional manufacturer of lighting fixtures and accessories with more than 20 years' experience,we supply all types of sauna light,porcelain lamp holder,porcelain." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.0 out of 10.

The site is missing structured data describing the business, an llms.txt file and a sitemap.

Industry · Manufacturing & Industrial
Last scored · Aug 11, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

4

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

5

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

AI Discoverability

7

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

0

Little domain authority yet.

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 3.3/10, colshine-lighting.com is crawlable but under-signaled - fixable, and the signals above are where to start.

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Which AI engines already crawl you

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Picked for colshine-lighting.com: How-To

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 11, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/colshine-lighting

Cite this score: Engagemii (2026). "AEO Score for colshine-lighting.com." Retrieved from https://engagemii.com/aeo/brands/colshine-lighting

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

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