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AI Visibility Scorecard

DeWys Engineering 2023

DeWys Engineering 2023

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dewyseng.com · Technology

Somewhat visible. AI bots can read DeWys Engineering 2023, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Apple Intelligence

#467,786 of 2,586,677 in Technology for AI visibility

5.5

/10

AEO Score

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About DeWys Engineering 2023

from our crawl and measurement

DeWys Engineering 2023 is a - Suite A Coopersville, MI business whose own site puts it this way: "Mechanical design and engineering firm specializing in Soildworks CAD for Automated Equipment, Agricultural, & Heavy Equipment Design as well as New Product Development." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.

Industry · Technology
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

10

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

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

1

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

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

8

Inbound links from other sites.

Domain Trust

1

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions 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 5.5/10, DeWys Engineering 2023 has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for DeWys Engineering 2023: Tech & Electronics

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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/dewyseng

Cite this score: Engagemii (2026). "AEO Score for DeWys Engineering 2023." Retrieved from https://engagemii.com/aeo/brands/dewyseng

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

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