AI Visibility Index · Cell report
MeasuredAI Visibility Index: Precision Grinding Services in Michigan
When a buyer asks an AI assistant for a precision grinding services supplier in Michigan, these are the companies that get named. This is what we found when the cell was last measured.
- 224 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
196 of 224
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.
- 28 named at least once
- 196 never named
- Cell average
- 0.3of 15
Across all 224 tracked companies.
- Top ten average
- 4.3of 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 | Freer Tool and Supply 18 employeesClinton twp, Michigan | Clinton twp, Michigan | 7 of 15 answers |
| 2 | Jackson Grinding Co 10 employeesJackson, Michigan | Jackson, Michigan | 6 of 15 answers |
| 3 | Sturdy Grinding 15 employeesNew Haven, Michigan | New Haven, Michigan | 6 of 15 answers |
| 4 | M & M Services 9 employeesTroy, Michigan 2 name variants
| Troy, Michigan | 5 of 15 answers |
| 5 | Contour Tool & Machine Inc 7 employeesJackson, Michigan 2 name variants
| Jackson, Michigan | 4 of 15 answers |
| 6 | Baxter Machine & Tool Co., Inc. 35 employeesJackson, Michigan 2 name variants
| Jackson, Michigan | 3 of 15 answers |
| 7 | Brown Jig Grinding Co 12 employeesWixom, Michigan | Wixom, Michigan | 3 of 15 answers |
| 8 | Caron Precision Inc 25 employeesKalamazoo, Michigan | Kalamazoo, Michigan | 3 of 15 answers |
| 9 | Detroit Edge Tool Co 50 employeesDetroit, Michigan | Detroit, Michigan | 3 of 15 answers |
| 10 | Michigan General Grinding LLC 6 employeesGrand Rapids, Michigan | Grand Rapids, Michigan | 3 of 15 answers |
27 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 |
|---|---|---|
| North Central Machine | Wisconsin | 6 of 15 |
| Dynamic Precision Tool & Manufacturing | Connecticut | 5 of 15 |
| C&B Cutter Grinding | Colorado | 2 of 15 |
| C&S Machine | New Jersey | 2 of 15 |
| Ramtec | North Carolina | 2 of 15 |
| Addison Precision Manufacturing | New York | 1 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 precision grinding services companies in Michigan”
- 2“Who supplies precision surface grinding for hardened tool steel plates in Michigan”
- 3“I need a Michigan precision grinding partner for a tight-tolerance hydraulic shaft production run, who should I talk to”
- 4“Top precision grinding services suppliers in Michigan for aerospace machining buyers”
- 5“Which Michigan precision grinders can hold flatness within 0.0002 inch on large plates”
- 6“List 20 precision grinding services 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.
- thomasnet.comDirectory3 companies
- baxtermachine.com2 companies
- contourtoolinc.com2 companies
- gsi1.com2 companies
- lincolnparkboring.com2 companies
- mmgrinding.com2 companies
- unitemfg.com2 companies
- dynamicprecision.net1 company
- northcentralmachine.com1 company
- addisonprec.com1 company
- bergtool.com1 company
- brownjig.com1 company
49 sources were cited across this cell's answers from 46 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 14th of 14 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 17%.
- Wisconsin27%
- Connecticut24%
- New York22%
- Missouri21%
- Texas20%
- California19%
- Massachusetts19%
- Indiana17%
- Pennsylvania16%
- New Jersey15%
- Minnesota14%
- Ohio14%
- Illinois14%
- Michigan13%
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More published reports in Michigan
- Metal Cutting Tools1,019 tracked
- Metal Fabrication Services798 tracked
- Contract Machining & Machine Shops707 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