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AI Visibility Scorecard

Plummer's Atelier

Plummer's Atelier

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williamplummer.com · Technology

At 2.8/10, Plummer's Atelier is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.

AI engines read this profile 1 times

Claude

#2,614,768 of 2,821,955 in Technology for AI visibility

2.8

/10

AEO Score

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About Plummer's Atelier

from our crawl and measurement

Plummer's Atelier is a business whose own site puts it this way: "Plummer's Atelier home about cool stuff experience You can call me Billy I am a hardware engineer and serial tinkerer with years of experience all over the product development cycle and." As far as answer engines are concerned it may as well not exist yet: 2.8 out of 10.

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

Off the page, almost no other sites link to it, 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.

The site links to no social profiles, so there is nothing tying the brand to a wider presence.

Industry · Technology
Last scored · Aug 1, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

6

Clear headings and answer-style content.

Entity Clarity

6

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

7

Experience, Expertise, Authority, Trust markers.

Technical AEO

4

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

0

No inbound links found yet.

Domain Trust

0

Little domain authority yet.

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 2.8/10, Plummer's Atelier is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for Plummer's Atelier

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Plummer's Atelier: 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/williamplummer

Cite this score: Engagemii (2026). "AEO Score for Plummer's Atelier." Retrieved from https://engagemii.com/aeo/brands/williamplummer

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

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