AI Visibility Index · Cell report
MeasuredAI Visibility Index: Stainless Steel Fabrication in Indiana
When a buyer asks an AI assistant for a stainless steel fabrication supplier in Indiana, these are the companies that get named. This is what we found when the cell was last measured.
- 89 companies tracked
- Last measured September 30, 2026
- Next measurement October 30, 2026
The headline numbers
Never named by AI
69 of 89
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.
- 20 named at least once
- 69 never named
- Cell average
- 0.6of 15
Across all 89 tracked companies.
- Top ten average
- 5.9of 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 Indiana
These are the companies AI assistants named most often when Indiana buyers went looking for a supplier in this category.
| Rank | Company | Location | AI visibility |
|---|---|---|---|
| 1 | TruFab Stainless Indiana | Indiana | 9 of 15 answers |
| 2 | Eckel Custom Fabrication Indiana | Indiana | 8 of 15 answers |
| 3 | Mouron & Co Inc 15 employeesIndianapolis, Indiana 2 name variants
| Indianapolis, Indiana | 7 of 15 answers |
| 4 | MXD Process 12 employeesJeffersonville, Indiana 2 name variants
| Jeffersonville, Indiana | 6 of 15 answers |
| 5 | Kammerer Dynamics (KDI) Indiana 2 name variants
| Indiana | 6 of 15 answers |
| 6 | Sanitary Stainless Services, Inc. Indiana 2 name variants
| Indiana | 6 of 15 answers |
| 7 | G F Munich Welding Co 70 employeesJeffersonville, Indiana | Jeffersonville, Indiana | 5 of 15 answers |
| 8 | Metal Fab Engineering 17 employeesWinamac, Indiana 2 name variants
| Winamac, Indiana | 5 of 15 answers |
| 9 | Moon Fabricating Corporation 56 employeesKokomo, Indiana | Kokomo, Indiana | 4 of 15 answers |
| 10 | Buhrt Engineering Inc 25 employeesWarsaw, Indiana | Warsaw, Indiana | 3 of 15 answers |
29 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 Indiana. They belong to that state's ranking, not this one.
| Company | State | Mentions |
|---|---|---|
| Midwest Metal (MMI) | Texas | 1 of 15 |
| Midwest Metal Works, Inc. | Minnesota | 1 of 15 |
| MP&C – Membrane Process & Controls | Wisconsin | 1 of 15 |
| O’Neal Manufacturing Services | Kentucky | 1 of 15 |
| R.A.D. Fabrication | Idaho | 1 of 15 |
| Windsor Steel, Inc. | Connecticut | 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 Indiana”
- 2“Who supplies custom stainless steel process tanks with welded fittings in Indiana”
- 3“I need a Indiana stainless steel fabrication partner for a short-run sanitary equipment build, who should I talk to”
- 4“Top stainless steel fabrication suppliers in Indiana for food and beverage plant engineering buyers”
- 5“Which Indiana stainless steel fabricators can handle TIG welding of thin-gauge stainless assemblies”
- 6“List 20 stainless steel fabrication companies in Indiana 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.
- mouronstainless.com3 companies
- thomasnet.comDirectory3 companies
- wmillc.com3 companies
- mxdprocess.com2 companies
- cdn.thomasnet.com2 companies
- kammerer-kdi.com2 companies
- pharmaceutical-vessel-engineering-inc.myshopify.com2 companies
- sanitarystainless.net2 companies
- trufabstainless.com1 company
- imh.com1 company
- moontanks.com1 company
- aeromachine.com1 company
48 sources were cited across this cell's answers from 42 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.
Indiana in context
Indiana ranks 1st 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 mouronstainless.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 Indiana
- Metal Fabrication Services522 tracked
- Contract Machining & Machine Shops407 tracked
- Metal Cutting Tools374 tracked
- Injection Molded Plastics274 tracked
- Conveyors & Material Handling Equipment204 tracked
- Metal Finishing Services198 tracked
- Welding Services192 tracked
- Metal Stampings176 tracked
- Industrial Machinery & Equipment Distributors170 tracked
- Plastic Extrusion & Thermoforming170 tracked
- Jigs, Fixtures & Custom Tooling163 tracked
- Industrial & Process Controls154 tracked