AI Visibility Scorecard
Part-maker
part-maker.com · Technology
Borderline visible. AI bots can crawl Part-maker, 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
#1,351,160 of 2,705,580 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
80
Muse Index Score
iAI agent readiness
Transactable · 80/100
0
AI Adoption
iNone detected · 0/100
About Part-maker
from our crawl and measurement
CNC & 3D Printed Workshop Tools is a Southport, IN business whose own site puts it this way: "Custom 3D printed and CNC machined workshop tools and supplies for small shops, garages, and professional makers. Made in Indiana." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
Our crawl found structured data on the page (LocalBusiness, BreadcrumbList, FAQPage), a sitemap, a readable heading structure. It also found the gaps that keep answer engines guessing: an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4.7/10, Part-maker is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Choose Part-maker?
Workshop Tested Every product is designed and stress-tested in our own shop before it ships to you. Prusa-Printed PETG Printed on Prusa FDM printers using tough PETG — more heat and impact resistant than standard PLA, built to last in a real shop environment. Small Batch Care As a small business we give each order hands-on attention. No mass-produced corners cut.
Is this your brand?
The exact fixes for Part-maker
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Part-maker.
Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/part-maker
Cite this score: Engagemii (2026). "AEO Score for Part-maker." Retrieved from https://engagemii.com/aeo/brands/part-maker
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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