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AI Visibility Scorecard

cncdepot

cncdepot

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⚠ Identity mismatch

atcspindle.com · Manufacturing & Industrial

Borderline visible. AI bots can crawl cncdepot, 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

Apple Intelligence · Claude

#166,113 of 236,872 in Manufacturing & Industrial for AI visibility

4

/10

AEO Score

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About cncdepot

from our crawl and measurement

cncdepot, based in Las Vegas, NV, describes itself simply: "CNC Depot produces professional automation and manufacturing components for small scale production shops, OEM and DIY machine builders, including the S30 automatic tool change spindle." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.

On its own pages the site does well on a clearly stated business identity and crawler access and the files AI engines look for. It is passable on some structured data and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers and credibility markers like credentials or reviews.

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. None of that can be fixed on the page: it has to be earned.

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

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

3

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

9

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

1

Inbound links from other sites.

Domain Authority

0

Little domain authority yet.

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 4/10, cncdepot is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for cncdepot

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for cncdepot: 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/atcspindle

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

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

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