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AI Visibility Scorecard

Lighting Etc.

Lighting Etc.

Unclaimed

light-etc.com · design

Borderline visible. AI bots can crawl Lighting Etc., 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

#413,412 of 791,875 in Home & Living for AI visibility

4.4

/10

AEO Score

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About Lighting Etc.

from our crawl and measurement

Lighting Etc. is a North Richland Hills, TX business whose own site puts it this way: "Lighting Etc. is the premier supplier of lighting fixtures and ceiling fans for consumers, designers and builders in the DFW Metroplex." When AI engines look at it, they find little to work with. It scores 4.4 out of 10.

On the page it is passable on some structured data. What holds it back is a heading structure that lays out what it offers, a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.

The business dates to 1981.

Industry · design
Last scored · Jul 31, 2026
Employees · 1-10
Founded · 1981

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

4

Clear headings and answer-style content.

Entity Clarity

3

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

AI Discoverability

3

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

Inbound links from other sites.

Domain Trust

1

Established authority for your domain.

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, Lighting Etc. is crawlable but under-signaled - fixable, and the signals above are where to start.

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Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Lighting Etc.: Home & Living

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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/light-etc

Cite this score: Engagemii (2026). "AEO Score for Lighting Etc.." Retrieved from https://engagemii.com/aeo/brands/light-etc

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

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