AI Visibility Index: Industrial Pumps in Minnesota

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

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

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The headline numbers

Never named by AI

78 of 88

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.

10 named at least once
78 never named

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Cell average: 0.48of 15
Across all 88 tracked companies.
Top ten average: 6.2of 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 Industrial Pumps companies in Minnesota, measured September 30, 2026
Rank	Company	Location	AI visibility
1	GPM Inc. 21 employeesDuluth, Minnesota 3 name variants GPM, Inc.most common9 GPM2 GPM – Distribution1	Duluth, Minnesota	12 of 15 answers
2	Edelmann & Associates, Inc. Minnesota 5 name variants Edelmann & Associates, Inc.most common5 Edelmann & Associates3 Edelmann & Associates (a Cogent company)2 Edelmann & Associates (Cogent – Pump Service & Repair)1 Edelmann & Associates (Cogent / Edelmann)1	Minnesota	12 of 15 answers
3	PFC Equipment 22 employeesMaple Grove, Minnesota 2 name variants PFC Equipment, Inc.most common7 PFC Equipment1	Maple Grove, Minnesota	8 of 15 answers
4	Anderson Process Minnesota	Minnesota	7 of 15 answers
5	Quality Flow Systems 16 employeesNew Prague, Minnesota	New Prague, Minnesota	6 of 15 answers
6	Cat Pumps 50 employeesMinneapolis, Minnesota	Minneapolis, Minnesota	4 of 15 answers
7	Wanner Engineering Inc 70 employeesMinneapolis, Minnesota 2 name variants Wanner Engineering (Hydra‑Cell / Stan‑Cor)most common2 Wanner Engineering (Hydra‑Cell Pumps)2	Minneapolis, Minnesota	4 of 15 answers
8	Minnesota Pump Works Minnesota	Minnesota	4 of 15 answers
9	Tri State Pump & Control Inc 9 employeesClearwater, Minnesota 2 name variants Tri-State Pump & Controlmost common2 Tri-State Pump & Control, Inc.1	Clearwater, Minnesota	3 of 15 answers
10	Oil-Air Products 40 employeesPlymouth, Minnesota 2 name variants Oil-Air Products LLCmost common1 Oil‑Air Products1	Plymouth, Minnesota	2 of 15 answers

14 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
PSI / OTC Industrial Technologies	Ohio	5 of 15
Pump Supply, Inc.	Illinois	4 of 15
Brabazon Pump, Compressor & Vacuum	Wisconsin	2 of 15
Champlin Associates	Illinois	2 of 15
Enpro, Inc.	Illinois	2 of 15
Crane Engineering	Wisconsin	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 suppliers of industrial pumps in Minnesota”
2“Who supplies chemical-resistant centrifugal process pumps in Minnesota”
3“I need a Minnesota pump supplier for a continuous-duty wastewater treatment line, who should I talk to”
4“Top industrial pumps suppliers in Minnesota for plant maintenance and reliability buyers”
5“Which Minnesota industrial pump suppliers can handle high-viscosity fluids at high temperature”
6“List 20 industrial pumps 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
9 companies
cogentcompanies.com
5 companies
gpmco.com
5 companies
craneengineering.net
3 companies
pfcestore.com
3 companies
wannerpumps.com
3 companies
andersonprocess.com
2 companies
mrwa.com
2 companies
pfcequip.com
2 companies
otcindustrial.com
2 companies
brabazon.com
1 company
burnsville.civicweb.net
1 company

40 sources were cited across this cell's answers from 27 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 12th of 22 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 10%.

Minnesota (this report)Other measured statesCategory average (10%)

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