AI visibility score
5.4/ 10Fair

#1,299 of 270,159 in Manufacturing & Industrial

As of 2026-10-24 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

Auxbeam Lighting

Auxbeam Lighting

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auxbeam.com · Manufacturing & Industrial

Somewhat visible. AI bots can read Auxbeam Lighting, but it is missing signals that would get it named ahead of competitors.

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AI engines read this profile 10 times

ChatGPT · Claude · Meta AI · Apple Intelligence

#1,299 of 270,159 in Manufacturing & Industrial for AI visibility

72

AI Naming Predictability

i

Named occasionally · 72/100

Manufacturing & Industrial average 14

Top 1% of Manufacturing & Industrial

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5

AEO Visibility

i

Borderline · 5.4/10

Manufacturing & Industrial average 4.0

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-

Network Authority

i

Not connected yet

Manufacturing & Industrial average 0.0

0 relationships · Manufacturing & Industrial average 2

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20

Muse Index Score

i

AI agent readiness

Transactable · 20/100

Manufacturing & Industrial average 18

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0

AI Adoption

i

None detected · 0/100

Manufacturing & Industrial average 0

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About Auxbeam Lighting

from our crawl and measurement

Auxbeam Lighting is a business whose own site puts it this way: "As an Automotive Led Lighting Manufacturer, Auxbeam® provides LED lighting solution for off-road, industrial, mining, and marine etc." Its AI visibility score is 5.4 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.

AI crawlers have visited 10 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).

Company ·
Auxbeam Lighting
Website ·
auxbeam.com
Industry ·
Manufacturing & Industrial
Location ·
Fontana, California
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Oct 24, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Good

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Fair

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

Fair

Forum and community discussion.

Social Mentions

Good

Social discussion and mentions.

What this score means

Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.4/10, Auxbeam Lighting has a working base to build on - fixable, and the signals above are where to start.

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From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for Auxbeam Lighting: How-To

How to Get Your Company Named by ChatGPT, Gemini, and Claude

When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.

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Auxbeam Lighting lists 1,000+ products, 997 in stock, priced 5.99 to 1,309.99.

Show 500 of 1,000+ products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on October 24, 2026. Methodology: engagemii.com/aeo/methodology

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

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

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

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