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AI Visibility Scorecard

LK INDUSTRIES

LK INDUSTRIES

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lk-ind.com · Manufacturing & Industrial

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

AI engines read this profile 4 times

ChatGPT · Claude · Apple Intelligence

#19,204 of 237,160 in Manufacturing & Industrial for AI visibility

5.9

/10

AEO Score

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About LK INDUSTRIES

from our crawl and measurement

LK INDUSTRIES is a business whose own site puts it this way: "Petroleum Testing Equipment Suppliers Worldwide Since 1930 L-K Industries is a leading U.S. manufacturer of oil centrifuges and related petroleum sampling and measuring equipment for the." Its AI visibility score is 5.7 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 (Organization, WebSite), an llms.txt file for AI models and a sitemap.

AI crawlers have visited 3 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).

Industry · Manufacturing & Industrial
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

7

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

7

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

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

AI Discoverability

6

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 5.9/10, LK INDUSTRIES has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for LK INDUSTRIES

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for LK INDUSTRIES: 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 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/lk-ind

Cite this score: Engagemii (2026). "AEO Score for LK INDUSTRIES." Retrieved from https://engagemii.com/aeo/brands/lk-ind

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

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