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AI visibility score
4.52/ 10Borderline

▲ 0.02 since Nov 2026

Top 10% in Technology

As of 2026-11-09 · Engagemii Index

AI Visibility Scorecard

American Button Machines

American Button Machines

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americanbuttonmachines.com · Technology

Borderline visible. AI engines can read American Button Machines, but E-E-A-T Signals, News & Press and Community are weak, so it is at real risk of being skipped when buyers ask ChatGPT, Claude or Perplexity for a recommendation.

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AI engines read this profile 5 times

Claude · Parallel · ChatGPT

Top 10% in Technology for AI visibility

74

AI Naming Predictability

i

Named occasionally · 74/100

Technology average 28

Top 5% of Technology

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4.52

AEO Visibility

i

Borderline · 4.52/10

Technology average 2.7

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-

Network Authority

i

Not connected yet

0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.

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50

Muse Index Score

i

AI agent readiness

Transactable · 50/100

Technology average 17

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0

AI Adoption

i

None detected · 0/100

Technology average 2

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About American Button Machines

from our crawl and measurement

"Looking for a Button Maker? All of our professional button makers, button machines and button making supplies are Made in the USA. Free button supplies." That is how American Button Machines of Plano, Texas introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 4.52 out of 10, readable in places and missing in others.

Our crawl found structured data on the page (Organization, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.

AI crawlers have read this profile 5 times in our tracking, including ClaudeBot (Anthropic), ShapBot (Parallel) and GPTBot (ChatGPT).

Company ·
American Button Machines
Website ·
americanbuttonmachines.com
Industry ·
Technology
Location ·
Plano, TX
Site status ·
Live (The website showed an active business site when last checked (Oct 31, 2026).)
Last scored ·
Nov 9, 2026

The 6 on-page signals AI reads

Strong · Good · Fair · Weak

Structured Data

Good

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Strong

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Strong

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

AI Discoverability

Strong

Sitemaps and entity links AI can follow.

The 6 off-page signals AI reads

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Fair

Established authority for your domain.

Reference Presence

-

Not yet measured.

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 4.52/10, American Button Machines is borderline: readable but under-signaled. That is fixable, and the signals above are where to start.

From the blog

Which AI is actually reading your website?→Why your brand doesn't show up in ChatGPT answers→The complete AEO checklist for small business→What is AEO? The beginner's guide→See all posts→
Picked for American Button Machines: 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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American Button Machines lists 771 products, 768 in stock, priced 0.00 to 2,620.95.

Show 500 of 771 products

The full list of every product we captured is in the product feed (JSON).

Source & Attribution

Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for American Button Machines." Retrieved from https://engagemii.com/aeo/brands/americanbuttonmachines

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

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