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AI Visibility Scorecard

Lighting2LightBulbs

Lighting2LightBulbs

Unclaimed

lighting2lightbulbs.com · Home & Living

Somewhat visible. AI bots can read Lighting2LightBulbs, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 3 times

Claude · Meta AI · Apple Intelligence

#316,774 of 1,243,802 in Home & Living for AI visibility

5.1

/10

AEO Score

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About Lighting2LightBulbs

from our crawl and measurement

Lighting2LightBulbs is a business whose own site puts it this way: "At Lighting2LightBulbs we carry over 10,000 plus lighting fixtures, light bulbs, LED Light Bulbs, modern ceiling fans and ballasts at very affordable prices." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.0 out of 10, readable in places and missing in others.

Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Home & Living
Last scored · Aug 9, 2026

The 6 signals AI reads

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

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

5

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

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 5.1/10, Lighting2LightBulbs has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Lighting2LightBulbs

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Lighting2LightBulbs: 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 9, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/lighting2lightbulbs

Cite this score: Engagemii (2026). "AEO Score for Lighting2LightBulbs." Retrieved from https://engagemii.com/aeo/brands/lighting2lightbulbs

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

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