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AI Visibility Scorecard

Stokes

Stokes

Unclaimed

stokesmfg.com · Fashion & Apparel

Borderline visible. AI bots can crawl Stokes, 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 2 times

Claude · Meta AI

#88,271 of 230,024 in Fashion & Apparel for AI visibility

4.8

/10

AEO Score

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About Stokes

from our crawl and measurement

Stokes describes itself simply: "<p>Stokes specializes in adapting traditional woodworking to digital fabrication processes- mainly CNC machining - and using that for the manufacturing of wood parts or complete products." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.

On its own pages the site does well on a clearly stated business identity. It is passable on some structured data and basic crawler access. What holds it back is a heading structure that lays out what it offers, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.

Off the page, 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. 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). There is not much on the page to read either, about 92 words.

Industry · Fashion & Apparel
Last scored · Jul 31, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

5

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

6

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

AI Discoverability

4

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

7

Inbound links from other sites.

Domain Authority

1

Established authority for your domain.

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 4.8/10, Stokes is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Stokes

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Stokes: 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/stokesmfg

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

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

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