AI visibility score
4.2/ 10Fair

#20,236 of 270,282 in Manufacturing & Industrial

As of 2026-08-01 · Engagemii indexCheck another site →Live terminal →

AI Visibility Scorecard

CNC Machining

CNC Machining

Unclaimed

locusprecision.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl CNC Machining, 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 8 times

Claude · Meta AI · ShapBot

#20,236 of 270,282 in Manufacturing & Industrial for AI visibility

58

AI Naming Predictability

i

Rarely named · 58/100

Manufacturing & Industrial average 14

Top 6% of Manufacturing & Industrial

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4

AEO Visibility

i

Borderline · 4.2/10

Manufacturing & Industrial average 4.0

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.

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5

Muse Index Score

i

AI agent readiness

Basic · 5/100

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 CNC Machining

from our crawl and measurement

CNC Machining describes itself simply: "Leading CNC machining in Montreal. Precision parts for diverse industries with advanced equipment. Contact Locus Precision for reliable, high-quality machining solutions." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.

On the page itself the strengths are clear: a clear heading structure and crawler access and the files AI engines look for. It is passable on a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews and structured data describing the business.

Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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 once in our tracking, including ClaudeBot (Anthropic). Note that the page renders its content with JavaScript, which means AI crawlers see much less of it than a person would. The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Company ·
CNC Machining
Industry ·
Manufacturing & Industrial
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

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

Fair

Experience, Expertise, Authority, Trust markers.

Technical AEO

Good

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

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 read your site and name it in answers. At 4.2/10, CNC Machining is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for CNC Machining: 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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Source & Attribution

Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for CNC Machining." Retrieved from https://engagemii.com/aeo/brands/locusprecision

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

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