AI Visibility Index: Metal Stampings in Minnesota

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

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

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The headline numbers

Never named by AI

95 of 115

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
95 never named

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Cell average: 0.72of 15
Across all 115 tracked companies.
Top ten average: 6.8of 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 Minnesota

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

Top 10 most AI-visible Metal Stampings companies in Minnesota, measured September 30, 2026
Rank	Company	Location	AI visibility
1	Tempco Manufacturing Company, Inc. 140 employeesSt Paul, Minnesota 3 name variants Tempco Manufacturingmost common9 Tempco Manufacturing Company2 Tempco Manufacturing Company, Inc.1	St Paul, Minnesota	12 of 15 answers
2	Harvey Vogel Mfg Co 158 employeesWoodbury, Minnesota 2 name variants Harvey Vogel Manufacturingmost common6 Harvey Vogel Manufacturing Co.5	Woodbury, Minnesota	11 of 15 answers
3	Ameri Star Manufacturing Inc 32 employeesMankato, Minnesota	Mankato, Minnesota	6 of 15 answers
4	Dayton Rogers 400 employeesMinneapolis, Minnesota 3 name variants Dayton Rogersmost common4 Dayton Rogers – Minnesota Division1 Dayton Rogers Manufacturing1	Minneapolis, Minnesota	6 of 15 answers
5	R&M Manufacturing Co., LLC 70 employeesBuffalo, Minnesota	Buffalo, Minnesota	6 of 15 answers
6	Rotation Engineering & Manufacturing 35 employeesBrooklyn Park, Minnesota	Brooklyn Park, Minnesota	6 of 15 answers
7	Chaska Machine & Tool Minnesota	Minnesota	6 of 15 answers
8	Hub Manufacturing 35 employeesMinneapolis, Minnesota	Minneapolis, Minnesota	5 of 15 answers
9	Quality Stamping & Manufacturing 6 employeesMorris, Minnesota	Morris, Minnesota	5 of 15 answers
10	Stampings of Minnesota Inc 65 employeesLakeville, Minnesota 2 name variants Stampings of Minnesota, Inc.most common3 Stampings of Minnesota2	Lakeville, Minnesota	5 of 15 answers

20 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 Minnesota. They belong to that state's ranking, not this one.

Company	State	Mentions
LCS Company	New Jersey	4 of 15
Ajax Metal Forming Solutions	Oklahoma	1 of 15
Quality Tool	South Dakota	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 stampings companies in Minnesota”
2“Who supplies custom progressive die metal stampings in Minnesota”
3“I need a Minnesota metal stampings partner for a 100,000 unit appliance bracket run, who should I talk to”
4“Top metal stampings suppliers in Minnesota for automotive OEM buyers”
5“Which Minnesota metal stampings companies can handle high-volume stainless steel progressive die work”
6“List 20 metal stampings companies in Minnesota 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
10 companies
tempcomfg.com
4 companies
griffithscorp.com
3 companies
branchmfg.com
2 companies
daytonrogers.com
2 companies
harveyvogel.com
2 companies
stampingsofminnesota.com
2 companies
rotationengineering.com
1 company
bbmetalstamping.com
1 company
chaskamachine.com
1 company
rmmco.com
1 company
aae-mfg.com
1 company

42 sources were cited across this cell's answers from 29 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.

Minnesota in context

Minnesota ranks 4th of 20 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 9%.

Minnesota (this report)Other measured statesCategory average (9%)

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