AI VISIBILITY SCOREAS OF 2026-08-07 · ENGAGEMII INDEX
3.2/ 10

▼ 0.8 since Jun 2026

#242,616 OF 267,381 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

Means Tool Company, LLC

Means Tool Company, LLC

Unclaimed

meanstoolco.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl Means Tool Company, LLC, 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 5 times

Apple Intelligence · Meta AI · Claude

#242,616 of 267,381 in Manufacturing & Industrial for AI visibility

3

AEO Visibility

i

Near-invisible · 3.2/10

5

Muse Index Score

i

AI agent readiness

Basic · 5/100

0

AI Adoption

i

None detected · 0/100

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About Means Tool Company, LLC

from our crawl and measurement

"Means Tool Company, LLC About Us Mission Services Request a Quote 859-873-7912 Quality DrivenMeans Tool Company has been supplying manufacturing tools and machine accessory support to." That is how Means Tool Company, LLC introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.5 out of 10.

On the page it is passable on a workable page structure. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow and structured data describing the business.

Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.

AI crawlers have visited 3 times in our tracking, including Applebot (Siri) and ClaudeBot (Anthropic). The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 1978.

Industry · Manufacturing & Industrial
Last scored · Aug 7, 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

Fair

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

Weak

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

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 3.2/10, Means Tool Company, LLC is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Means Tool Company, LLC: 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 7, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Means Tool Company, LLC." Retrieved from https://engagemii.com/aeo/brands/meanstoolco

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

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