AI Visibility Scorecard
Master Toolworks
mastertoolworks.com · Technology
Borderline visible. AI bots can crawl Master Toolworks, 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 1 times
Claude
#2,073,803 of 2,707,329 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Master Toolworks
from our crawl and measurement
Master Toolworks describes itself simply: "Master Toolworks is the independent software consulting company of Mike Ethetton, focused on practical business software, workflow improvement, system integration, data solutions, and." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
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 3.6/10, Master Toolworks is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Have something you need help with?
If you're dealing with a cumbersome process, disconnected systems, repetitive work, or a software problem you're not quite sure how to approach, feel free to get in touch. I'm happy to talk through the problem, understand how your people are working today, and see whether I can help make it simpler. Contact me Master Toolworks LLC · Founded 1998 · © 2026 Master Toolworks LLC
Is this your brand?
The exact fixes for Master Toolworks
Which AI engines already crawl you
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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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Master Toolworks.
Source & Attribution
Scored by Engagemii on August 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mastertoolworks
Cite this score: Engagemii (2026). "AEO Score for Master Toolworks." Retrieved from https://engagemii.com/aeo/brands/mastertoolworks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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