AI Visibility Index · Cell report

Measured

AI 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
Not sure whether you are one of them?Check your domain
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.

Top 10 most AI-visible Precision Grinding Services companies in Michigan, measured September 30, 2026
RankCompanyAI visibility
1
Freer Tool and Supply
18 employeesClinton twp, Michigan

7 of 15 answers

2
Jackson Grinding Co
10 employeesJackson, Michigan

6 of 15 answers

3
Sturdy Grinding
15 employeesNew Haven, Michigan

6 of 15 answers

4
M & M Services
9 employeesTroy, Michigan
2 name variants
  • M & M Services Inc.most common4
  • M & M Services1

5 of 15 answers

5
Contour Tool & Machine Inc
7 employeesJackson, Michigan
2 name variants
  • Contour Tool & Machinemost common3
  • Contour Tool & Machine Inc.1

4 of 15 answers

6
Baxter Machine & Tool Co., Inc.
35 employeesJackson, Michigan
2 name variants
  • Baxter Machine & Toolmost common2
  • Baxter Machine & Tool Co.1

3 of 15 answers

7
Brown Jig Grinding Co
12 employeesWixom, Michigan

3 of 15 answers

8
Caron Precision Inc
25 employeesKalamazoo, Michigan

3 of 15 answers

9
Detroit Edge Tool Co
50 employeesDetroit, Michigan

3 of 15 answers

10
Michigan General Grinding LLC
6 employeesGrand 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.

CompanyStateMentions
North Central MachineWisconsin6 of 15
Dynamic Precision Tool & ManufacturingConnecticut5 of 15
C&B Cutter GrindingColorado2 of 15
C&S MachineNew Jersey2 of 15
RamtecNorth Carolina2 of 15
Addison Precision ManufacturingNew York1 of 15

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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. 1“Best precision grinding services companies in Michigan”
  2. 2“Who supplies precision surface grinding for hardened tool steel plates in Michigan”
  3. 3“I need a Michigan precision grinding partner for a tight-tolerance hydraulic shaft production run, who should I talk to”
  4. 4“Top precision grinding services suppliers in Michigan for aerospace machining buyers”
  5. 5“Which Michigan precision grinders can hold flatness within 0.0002 inch on large plates”
  6. 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.comDirectory
    3 companies
  • baxtermachine.com
    2 companies
  • contourtoolinc.com
    2 companies
  • gsi1.com
    2 companies
  • lincolnparkboring.com
    2 companies
  • mmgrinding.com
    2 companies
  • unitemfg.com
    2 companies
  • dynamicprecision.net
    1 company
  • northcentralmachine.com
    1 company
  • addisonprec.com
    1 company
  • bergtool.com
    1 company
  • brownjig.com
    1 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%.

Michigan (this report)Other measured statesCategory average (17%)

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More published reports in Michigan