AI visibility score
4.2/ 10Fair

#20,210 of 270,104 in Manufacturing & Industrial

As of 2026-08-01 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

LED Living

LED Living

Unclaimed

ledlivingtechnology.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl LED Living, 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.

AI engines read this profile 9 times

Claude · Meta AI · Perplexity · ChatGPT

#20,210 of 270,104 in Manufacturing & Industrial for AI visibility

2

AI Naming Predictability

i

Rarely named · 2/100

Top 9% of Manufacturing & Industrial

4

AEO Visibility

i

Borderline · 4.2/10

-

Network Authority

i

Not connected yet

65

Muse Index Score

i

AI agent readiness

Transactable · 65/100

0

AI Adoption

i

None detected · 0/100

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About LED Living

from our crawl and measurement

LED Living is a business whose own site puts it this way: "Commercial LED & solar lighting manufacturer. Retrofits, high bays, solar fixtures, and more. Buy American, DLC/DLC-Premium, and Quick-Ship options available." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

Our crawl found structured data on the page (Organization, WebSite, FAQPage), an llms.txt file for AI models and a sitemap.

AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).

Company ·
LED Living
Industry ·
Manufacturing & Industrial
Location ·
Bristol, Pennsylvania
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Aug 1, 2026
Verified connections ·
None yet

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Strong

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Good

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Good

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

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 4.2/10, LED Living is crawlable but under-signaled - fixable, and the signals above are where to start.

Frequently Asked Questions

Can I buy directly from LED Living Technology?

Yes. Contractors, distributors, and specifiers can purchase directly from LED Living Technology. Browse products, configure your selections in the on-site quote cart, and submit for review, or email [email protected] for direct assistance. For ongoing or large accounts, we can set up a dedicated point of contact for streamlined ordering and project support.

How fast do LED Living orders ship?

Quick-ship inventory is positioned for time-sensitive jobs at LED Living's East Coast facility in Hatboro, PA and West Coast facility in San Diego, CA. Standard quick-ship items typically ship within one to three business days of order confirmation. Custom configurations and made-to-order fixtures carry longer lead times — sales can confirm timing for specific projects.

Does LED Living have stock available for time-sensitive jobs?

Yes. LED Living maintains stocked inventory specifically to support time-sensitive contractor and distributor work. Call 215-633-1558 or email [email protected] to check real-time availability before placing an order.

Where does LED Living ship?

LED Living ships nationwide across the United States and supports shipments to Mexico, Puerto Rico, the US Virgin Islands, the Caribbean, and nearby regions. With operations on both the East and West Coast, freight is routed efficiently to most US job sites. For freight quotes or international shipping questions, contact [email protected].

How do I get pricing from LED Living?

Submit a request through the LED Living contact form, build a quote cart from any product page, or call 215-633-1558. If a local rep is available in your area, LED Living can connect you directly for territory support. For large or ongoing accounts, reach Sales Manager Keith Eisenberg at [email protected]. Response time is typically one business day.

How do I find a LED Living rep in my area?

Use the Rep Finder tool or visit the How to Buy page to locate your regional LED Living representative. LED Living's nationwide rep network covers the US and its territories, and reps provide pricing, product guidance, quoting, and project support. If a territory is currently open, contact Sales Director Justin Aron at [email protected] or 215-582-6266.

Does LED Living support reps and rep agencies?

Yes. LED Living works directly with reps on quotes, product selection, account setup, and project follow-through, and is actively building a national network. LED Living looks for established reps with relationships in commercial lighting, specification, electrical contracting, hospitality procurement, or architectural and design firms. For rep support, reach Sales Manager Keith Eisenberg at 215-429-7689.

How do I submit a quote for a commercial LED project?

Use the LED Living contact form and select 'Pricing / Quote Request,' or build a quote cart directly from any product page. Include product names or spec sheets, quantities, project location, and timeline. For larger projects, email a bill of materials or fixture list directly to [email protected]. Response is typically within one business day.

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Picked for LED Living: 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 1, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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