AI VISIBILITY SCOREAS OF 2026-07-31 · ENGAGEMII INDEX
3.7/ 10

▼ 0.3 since Jun 2026

#200,414 OF 265,720 IN MANUFACTURING & INDUSTRIAL

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

Lyons Manufacturing Group

Lyons Manufacturing Group

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lyonsmg.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl Lyons Manufacturing Group, 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 3 times

Meta AI · Claude

#200,414 of 265,720 in Manufacturing & Industrial for AI visibility

4

AEO Visibility

i

Near-invisible · 3.7/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Lyons Manufacturing Group

from our crawl and measurement

"Contact Us Lyons Manufacturing Group (LMG) is the leading supplier of custom thermoplastic injection molding." That is how Lyons Manufacturing Group introduces itself. When AI engines look at it, they find little to work with. It scores 3.7 out of 10.

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 · Manufacturing & Industrial
Last scored · Jul 31, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Weak

Clear headings and answer-style content.

Entity Clarity

Weak

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

Fair

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

Fair

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 3.7/10, Lyons Manufacturing Group is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Lyons Manufacturing Group: 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 July 31, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Lyons Manufacturing Group." Retrieved from https://engagemii.com/aeo/brands/lyonsmg

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

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