AI Visibility Index · Cell report
MeasuredAI 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
- 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.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | Partec Welding and Fabrication 75 employeesPort Huron, Michigan | Port Huron, Michigan | 6 of 15 answers |
| 2 | CSE Morse Inc 65 employeesBattle Creek, Michigan | Battle Creek, Michigan | 4 of 15 answers |
| 3 | Niles Steel Tank Company 25 employeesNiles, Michigan | Niles, Michigan | 4 of 15 answers |
| 4 | Moodt Fabrication Michigan | Michigan | 4 of 15 answers |
| 5 | Gladwin Tank Manufacturing Inc 18 employeesGladwin, Michigan | Gladwin, Michigan | 3 of 15 answers |
| 6 | Sintel Inc 102 employeesSpring Lake, Michigan | Spring Lake, Michigan | 3 of 15 answers |
| 7 | C&T Fabrication Michigan | Michigan | 3 of 15 answers |
| 8 | Corson Fabricating, L.L.C. Michigan | Michigan | 3 of 15 answers |
| 9 | MBH Solutions Michigan | Michigan | 3 of 15 answers |
| 10 | Motor City Metal Fab Michigan | 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.
| Company | State | Mentions |
|---|---|---|
| A&S Industrial | Georgia | 1 of 15 |
| Fluid Line Technology | California | 1 of 15 |
| Gable Manufacturing | Idaho | 1 of 15 |
| Metal Man Welding Services | 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 stainless steel fabrication companies in Michigan”
- 2“Who supplies custom stainless steel process tanks with welded fittings in Michigan”
- 3“I need a Michigan stainless steel fabrication partner for a short-run sanitary equipment build, who should I talk to”
- 4“Top stainless steel fabrication suppliers in Michigan for food and beverage plant engineering buyers”
- 5“Which Michigan stainless steel fabricators can handle TIG welding of thin-gauge stainless assemblies”
- 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.com3 companies
- boone-darr.com2 companies
- engineeredwelding.com2 companies
- prsfab.com2 companies
- tartanindustries.com2 companies
- gladwintank.com1 company
- a-sindustrial.com1 company
- allweldfab.com1 company
- ameristeel.com1 company
- andersonprocess.com1 company
- bullardeng.com1 company
- burgessfabandweld.com1 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%.
- Indiana22%
- Wisconsin22%
- Illinois20%
- New Jersey18%
- Pennsylvania18%
- Florida16%
- New York14%
- Missouri13%
- Michigan12%
- Ohio11%
- California10%
- Texas10%
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 partecwelding.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 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