AI visibility score
3.1/ 10Weak
As of 2026-10-08 · Engagemii indexCheck another site →The index →

AI Visibility Scorecard

Maker Tool Force

Maker Tool Force

Unclaimed

makertoolforce.com · Other

Borderline visible. AI bots can crawl Maker Tool Force, 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.

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In the Engagemii AEO index

65

AI Naming Predictability

i

Likely to be named · 65/100

3

AEO Visibility

i

Near-invisible · 3.1/10

25

Muse Index Score

i

AI agent readiness

Basic · 25/100

0

AI Adoption

i

None detected · 0/100

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About Maker Tool Force

from our crawl and measurement

Home describes itself simply: "Free tools and guides for laser cutting, CNC and 3D printing." When AI engines look at it, they find little to work with. It scores 3.1 out of 10.

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

Industry · Other
Last scored · Oct 8, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Fair

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Good

Clear headings and answer-style content.

Entity Clarity

Good

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

Good

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

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Weak

No inbound links found yet.

Domain Authority

Weak

Little domain authority yet.

Reference Presence

Weak

Not in AI knowledge graphs yet.

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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.1/10, Maker Tool Force is crawlable but under-signaled - fixable, and the signals above are where to start.

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Picked for Maker Tool Force: 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 October 8, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for Maker Tool Force." Retrieved from https://engagemii.com/aeo/brands/makertoolforce

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

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