AI Visibility Index · Cell report
MeasuredAI Visibility Index: Contract Machining & Machine Shops in Arizona
When a buyer asks an AI assistant for a contract machining & machine shops supplier in Arizona, these are the companies that get named. This is what we found when the cell was last measured.
- 130 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
112 of 130
companies never appeared in a single buying question
They were asked the same 5 buying questions as everyone else in this cell and were not named once.
- 18 named at least once
- 112 never named
- Cell average
- 0.25of 15
Across all 130 tracked companies.
- Top ten average
- 4.5of 15
The ten most visible companies in the cell.
A company's score is how many of the 15 measured answers named it.
The top ten in Arizona
These are the companies AI assistants named most often when Arizona buyers went looking for a supplier in this category.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | Grace Pacifica Machining Arizona | Arizona | 7 of 15 answers |
| 2 | Layke Inc 38 employeesPhoenix, Arizona | Phoenix, Arizona | 6 of 15 answers |
| 3 | Arcal Precision Components Arizona | Arizona | 6 of 15 answers |
| 4 | J.B.'s Precision 10 employeesPhoenix, Arizona | Phoenix, Arizona | 4 of 15 answers |
| 5 | Lynch Brothers Manufacturing Co 20 employeesPhoenix, Arizona 2 name variants
| Phoenix, Arizona | 4 of 15 answers |
| 6 | East Valley Machining Arizona | Arizona | 4 of 15 answers |
| 7 | Phenx Products Arizona | Arizona | 4 of 15 answers |
| 8 | Rugo Machine Shop Services Arizona 2 name variants
| Arizona | 4 of 15 answers |
| 9 | Banner Machine and Engineering 10 employeesTempe, Arizona 2 name variants
| Tempe, Arizona | 3 of 15 answers |
| 10 | AATC, Inc. Arizona | Arizona | 3 of 15 answers |
36 more companies were named at least once. Companies outside the top ten are counted in the averages but not named here.
Also named, based in another state
AI assistants named these companies too, but MacRAE'S lists them in a different state, not Arizona. They belong to that state's ranking, not this one.
| Company | State | Mentions |
|---|---|---|
| Hi-Tech Machining & Engineering | Michigan | 6 of 15 |
| Airtronics Inc. | Florida | 2 of 15 |
| American Manufacturing | Virginia | 2 of 15 |
| BME | New York | 2 of 15 |
| Central Components | California | 2 of 15 |
| GSI International | New Jersey | 2 of 15 |
One of these yours?
A complete Blue Book listing is one of the sources assistants read in this category. Confirming your details is free.
The five questions we asked
Every company in this cell is measured on the same questions, written the way a buyer would type them. That is what makes the ranking a comparison rather than a collection of anecdotes.
- 1“Best contract machining and machine shop companies in Arizona”
- 2“Who supplies precision CNC milled and turned components on contract in Arizona”
- 3“I need a Arizona contract machining partner for a 2,000-unit stainless steel medical device run, who should I talk to”
- 4“Top contract machining and machine shop suppliers in Arizona for industrial OEM buyers”
- 5“Which Arizona contract machining and machine shop providers can handle 5-axis CNC work with tight tolerance requirements”
- 6“List 20 contract machining and machine shop companies in Arizona with their specialties.”the roster question
Each question is asked more than once, which is why a company's score is out of 15 answers rather than out of the number of questions.
Where AI drew its answers from
These are the sources the answers in this cell leaned on most, ranked by how many of the named companies each one stands behind.
- bmeaz.com4 companies
- aztoolcraft.com3 companies
- precisionmachineandspeed.com3 companies
- centci.com2 companies
- precisioncncmachining.com2 companies
- rivcut.com2 companies
- arcalprecision.com2 companies
- lynchbros.com2 companies
- rbmachineco.com2 companies
- rugomachineshop.com2 companies
- tnmachining.com2 companies
- eastvalleymachining.com1 company
64 sources were cited across this cell's answers from 58 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.
Arizona in context
Arizona ranks 9th of 35 measured states in this category. Each bar is the share of that state's tracked companies that AI assistants named at least once; across every measured state in this category the share is 7%.
- Louisiana20%
- Kentucky18%
- Utah16%
- Kansas16%
- Oklahoma16%
- West Virginia16%
- Arkansas16%
- New Hampshire14%
- Arizona14%
- South Carolina13%
- Virginia13%
- Alabama12%
- Oregon12%
- Iowa12%
- Maryland11%
- Tennessee10%
- Minnesota10%
- Washington9%
- Georgia9%
- Connecticut9%
- Missouri8%
- Massachusetts7%
- New Jersey7%
- North Carolina7%
- Florida7%
- Colorado7%
- Indiana6%
- Wisconsin6%
- New York5%
- Texas5%
- Illinois5%
- Michigan4%
- Ohio4%
- Pennsylvania3%
- California3%
Look up a company
Enter a domain or a company name to see whether it is tracked in this cell, and whether the answers named it. This is a lookup against a measurement already taken, so it is instant.
Try laykeinc.com or any other domain
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- Every question it was named on
- Every question it was not
- What moved
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More published reports in Arizona
- Metal Fabrication Services166 tracked
- Industrial & Process Controls108 tracked
- Injection Molded Plastics78 tracked
- Metal Cutting Tools75 tracked
- Plastic Extrusion & Thermoforming70 tracked
- Industrial Wire & Cable69 tracked
- Industrial Filters64 tracked
- Electrical & Electronic Enclosures63 tracked
- Electrical Equipment Distributors58 tracked
- Metal Service Centers57 tracked
- Industrial Fasteners53 tracked