AI visibility score
6.0/ 10Good

▲ 1.0 since Jul 2026

#16,585 of 268,147 in Manufacturing & Industrial

As of 2026-08-01 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Linear Motion Tips

Linear Motion Tips

Unclaimed

linearmotiontips.com · Manufacturing & Industrial

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

AI engines read this profile 7 times

Meta AI · Claude · Apple Intelligence

#16,585 of 268,147 in Manufacturing & Industrial for AI visibility

6

AEO Visibility

i

Visible · 6/10

35

Muse Index Score

i

AI agent readiness

Agent-ready · 35/100

0

AI Adoption

i

None detected · 0/100

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About Linear Motion Tips

from our crawl and measurement

Linear Motion Tips describes itself simply: "This Design World website educates engineers designing moving machinery with linear axes and actuators for automation in industrial and end-user builds." Its AI visibility score is 6.0 out of 10: the engines can find it, but they do not have much to hold on to.

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

Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established, there is little discussion of it and it barely surfaces on Reddit. Beyond that, AI engines do not yet recognise it as a distinct business and there is no press coverage to draw on.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Manufacturing & Industrial
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

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

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Weak

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

AI Discoverability

Strong

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

Fair

Established authority for your domain.

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 6/10, Linear Motion Tips has a working base to build on - fixable, and the signals above are where to start.

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Picked for Linear Motion Tips: 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/linearmotiontips

Cite this score: Engagemii (2026). "AEO Score for Linear Motion Tips." Retrieved from https://engagemii.com/aeo/brands/linearmotiontips

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

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