AI Visibility Index · Cell report
MeasuredAI Visibility Index: Contract Machining & Machine Shops in Michigan
When a buyer asks an AI assistant for a contract machining & machine shops supplier in Michigan, these are the companies that get named. This is what we found when the cell was last measured.
- 707 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
676 of 707
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.
- 31 named at least once
- 676 never named
- Cell average
- 0.09of 15
Across all 707 tracked companies.
- Top ten average
- 5.3of 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 Michigan
These are the companies AI assistants named most often when Michigan buyers went looking for a supplier in this category.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | Kloiber Industrial Michigan | Michigan | 12 of 15 answers |
| 2 | Rite Tool Inc 9 employeesSterling Heights, Michigan | Sterling Heights, Michigan | 7 of 15 answers |
| 3 | Protomatic Inc. 22 employeesDexter, Michigan 3 name variants
| Dexter, Michigan | 6 of 15 answers |
| 4 | Global CNC Industries, Ltd. 34 employeesPlymouth, Michigan | Plymouth, Michigan | 5 of 15 answers |
| 5 | Precision Mold & Machining Services Inc. 8 employeesWarren, Michigan 2 name variants
| Warren, Michigan | 5 of 15 answers |
| 6 | Tritex Medical Manufacturing Michigan | Michigan | 5 of 15 answers |
| 7 | Taylor Turning Co 25 employeesWixom, Michigan | Wixom, Michigan | 4 of 15 answers |
| 8 | Polaris Engineering 10 employeesFraser, Michigan | Fraser, Michigan | 3 of 15 answers |
| 9 | R K Tool, Inc. 10 employeesSterling Heights, Michigan | Sterling Heights, Michigan | 3 of 15 answers |
| 10 | Galaxy Industries Michigan | Michigan | 3 of 15 answers |
44 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 Michigan. They belong to that state's ranking, not this one.
| Company | State | Mentions |
|---|---|---|
| Dynamics Group | Pennsylvania | 5 of 15 |
| Advanced CNC Technology, Inc. | Arkansas | 4 of 15 |
| MAPCO Manufacturing | Ohio | 3 of 15 |
| Progress Machining | Ontario | 3 of 15 |
| C&S Machine | New Jersey | 2 of 15 |
| Innovated Machining Solutions (IMS) | Alabama | 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 Michigan”
- 2“Who supplies precision CNC milled and turned components on contract in Michigan”
- 3“I need a Michigan 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 Michigan for industrial OEM buyers”
- 5“Which Michigan 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 Michigan 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.
- protomatic.com3 companies
- thomasnet.comDirectory2 companies
- precisionmold.com2 companies
- trutron.com2 companies
- lincolnparkboring.com1 company
- acalprecision.com1 company
- advcnctech.com1 company
- airmetalcorp.com1 company
- aodmfg.com1 company
- arete-usa.com1 company
- autocam-medical.com1 company
- bioproimplants.com1 company
67 sources were cited across this cell's answers from 61 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.
Michigan in context
Michigan ranks 32nd 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
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More published reports in Michigan
- Metal Cutting Tools1,019 tracked
- Metal Fabrication Services798 tracked
- Injection Molded Plastics517 tracked
- Jigs, Fixtures & Custom Tooling500 tracked
- Metal Stampings416 tracked
- Industrial & Process Controls335 tracked
- Conveyors & Material Handling Equipment328 tracked
- Injection Molds & Mold Making306 tracked
- Tool & Die (Stamping, Casting & Forging Dies)299 tracked
- Industrial Machinery & Equipment Distributors296 tracked
- Industrial Fasteners284 tracked
- Metal Finishing Services274 tracked