AI Visibility Index · Cell report

Measured

AI Visibility Index: Stainless Steel Fabrication in Michigan

When a buyer asks an AI assistant for a stainless steel fabrication supplier in Michigan, these are the companies that get named. This is what we found when the cell was last measured.

  • 138 companies tracked
  • Last measured September 30, 2026
  • Next measurement October 30, 2026

The headline numbers

Never named by AI

121 of 138

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.

  • 17 named at least once
  • 121 never named
Not sure whether you are one of them?Check your domain
Cell average
0.27of 15

Across all 138 tracked companies.

Top ten average
3.6of 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 Stainless Steel Fabrication companies in Michigan, measured September 30, 2026
RankCompanyAI visibility
1
Partec Welding and Fabrication
75 employeesPort Huron, Michigan

6 of 15 answers

2
CSE Morse Inc
65 employeesBattle Creek, Michigan

4 of 15 answers

3
Niles Steel Tank Company
25 employeesNiles, Michigan

4 of 15 answers

4
Moodt Fabrication
Michigan

4 of 15 answers

5
Gladwin Tank Manufacturing Inc
18 employeesGladwin, Michigan

3 of 15 answers

6
Sintel Inc
102 employeesSpring Lake, Michigan

3 of 15 answers

7
C&T Fabrication
Michigan

3 of 15 answers

8
Corson Fabricating, L.L.C.
Michigan

3 of 15 answers

9
MBH Solutions
Michigan

3 of 15 answers

10
Motor City Metal Fab
Michigan

3 of 15 answers

45 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
A&S IndustrialGeorgia1 of 15
Fluid Line TechnologyCalifornia1 of 15
Gable ManufacturingIdaho1 of 15
Metal Man Welding ServicesNew 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 stainless steel fabrication companies in Michigan”
  2. 2“Who supplies custom stainless steel process tanks with welded fittings in Michigan”
  3. 3“I need a Michigan stainless steel fabrication partner for a short-run sanitary equipment build, who should I talk to”
  4. 4“Top stainless steel fabrication suppliers in Michigan for food and beverage plant engineering buyers”
  5. 5“Which Michigan stainless steel fabricators can handle TIG welding of thin-gauge stainless assemblies”
  6. 6“List 20 stainless steel fabrication 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.

  • sanitarywelding.com
    3 companies
  • boone-darr.com
    2 companies
  • engineeredwelding.com
    2 companies
  • prsfab.com
    2 companies
  • tartanindustries.com
    2 companies
  • gladwintank.com
    1 company
  • a-sindustrial.com
    1 company
  • allweldfab.com
    1 company
  • ameristeel.com
    1 company
  • andersonprocess.com
    1 company
  • bullardeng.com
    1 company
  • burgessfabandweld.com
    1 company

58 sources were cited across this cell's answers from 57 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 9th of 12 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 15%.

Michigan (this report)Other measured statesCategory average (15%)

Look up a company

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More published reports in Michigan