AI Visibility Index: Metal Fabrication Services in Wisconsin

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

503 companies tracked
Last measured September 30, 2026
Next measurement October 30, 2026

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The headline numbers

Never named by AI

470 of 503

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.

33 named at least once
470 never named

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Cell average: 0.12of 15
Across all 503 tracked companies.
Top ten average: 4.7of 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 Wisconsin

These are the companies AI assistants named most often when Wisconsin buyers went looking for a supplier in this category.

Top 10 most AI-visible Metal Fabrication Services companies in Wisconsin, measured September 30, 2026
Rank	Company	Location	AI visibility
1	Wisconsin Metal Fab LLC 60 employeesChippewa Falls, Wisconsin 2 name variants Wisconsin Metal Fabmost common5 Wisconsin Metal Fab, LLC3	Chippewa Falls, Wisconsin	8 of 15 answers
2	Fine-Line Fabrications Wisconsin 2 name variants Fine-Line Fabricationsmost common5 Fine-Line Fabrications, LLC2	Wisconsin	7 of 15 answers
3	BEHR Enterprises Wisconsin	Wisconsin	6 of 15 answers
4	Enclosure Industries LLC 22 employeesAshippun, Wisconsin	Ashippun, Wisconsin	4 of 15 answers
5	Robinson Inc. 188 employeesDe Pere, Wisconsin	De Pere, Wisconsin	4 of 15 answers
6	HUI Manufacturing Wisconsin	Wisconsin	4 of 15 answers
7	Kallibrated Metals Wisconsin 2 name variants Kallibrated Metals LLCmost common2 Kallibrated Metals2	Wisconsin	4 of 15 answers
8	Wisconsin Metal Parts Wisconsin 2 name variants Wisconsin Metal Parts, Inc.most common2 Wisconsin Metal Parts2	Wisconsin	4 of 15 answers
9	Badger Fabrication Inc 8 employeesSauk City, Wisconsin	Sauk City, Wisconsin	3 of 15 answers
10	Maysteel Industries, LLC 400 employeesAllenton, Wisconsin	Allenton, Wisconsin	3 of 15 answers

49 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 Wisconsin. They belong to that state's ranking, not this one.

Company	State	Mentions
Ross Precision Metal Fabrication	New York	2 of 15
Atlas Manufacturing	Minnesota	1 of 15
Atlas Manufacturing – Lake Hallie Plant	Minnesota	1 of 15
Damian Services & Supplies (DSS)	Illinois	1 of 15
Plymouth Industries	Minnesota	1 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“Best metal fabrication companies in Wisconsin”
2“Who supplies custom fabricated stainless steel frames in Wisconsin”
3“I need a Wisconsin metal fabrication partner for a 2,000 unit industrial enclosure run, who should I talk to”
4“Top metal fabrication services suppliers in Wisconsin for OEM manufacturing buyers”
5“Which Wisconsin metal fabricators can handle laser cutting, forming, and welding of 1 inch plate”
6“List 20 metal fabrication services companies in Wisconsin 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.

finelinefab.com
3 companies
wimoty.com
3 companies
wisconsinmetalfab.com
2 companies
5pointfab.com
2 companies
abelusa.com
2 companies
atlasmfg.com
2 companies
kallibratedmetals.com
2 companies
sccf.biz
2 companies
stainless-metalworks.com
2 companies
wisconsinmetalparts.com
2 companies
maysteel.com
1 company
robinsoninc.com
1 company

67 sources were cited across this cell's answers from 62 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.

Wisconsin in context

Wisconsin ranks 27th of 41 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 6%.

Wisconsin (this report)Other measured statesCategory average (6%)

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