AI Visibility Index: Industrial Machinery & Equipment Distributors in Washington

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

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

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The headline numbers

Never named by AI

83 of 106

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.

23 named at least once
83 never named

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Cell average: 0.42of 15
Across all 106 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 Washington

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

Top 10 most AI-visible Industrial Machinery & Equipment Distributors companies in Washington, measured September 30, 2026
Rank	Company	Location	AI visibility
1	Stellar Industrial Supply Tacoma, Washington	Tacoma, Washington	5 of 15 answers
2	AOP Technologies Washington	Washington	5 of 15 answers
3	Northwest Handling Systems Inc 16 employeesUnion Gap, Washington	Union Gap, Washington	4 of 15 answers
4	Rosco Precision Machinery Washington	Washington	4 of 15 answers
5	Ballard Industrial 25 employeesSeattle, Washington	Seattle, Washington	3 of 15 answers
6	Distribution International 50 employeesRenton, Washington 3 name variants Distribution International (now part of TopBuild)most common1 Distribution International – Renton Branch1 Distribution International – Renton (DI)1	Renton, Washington	3 of 15 answers
7	L G Isaacson Co 6 employeesLongview, Washington 2 name variants L.G. Isaacson Co.most common2 LG Isaacson1	Longview, Washington	3 of 15 answers
8	Northwest Pump 40 employeesFederal Way, Washington	Federal Way, Washington	3 of 15 answers
9	Pioneer Packaging 25 employeesKent, Washington	Kent, Washington	3 of 15 answers
10	BTB Solutions Washington	Washington	3 of 15 answers

42 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 Washington. They belong to that state's ranking, not this one.

Company	State	Mentions
ABM Equipment	Minnesota	3 of 15
Crown Packaging – Seattle Branch	Maryland	3 of 15
MSC Industrial Supply	Connecticut	2 of 15
Unitec	Nova Scotia	2 of 15
ACS Manufacturing (ACS Integrated Welding Systems)	Texas	1 of 15
Grainger	Delaware	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 industrial machinery and equipment distributors in Washington”
2“Who supplies automated palletizing systems through distributors in Washington”
3“I need a Washington industrial machinery distributor to support a new packaging line installation, who should I talk to”
4“Top industrial machinery and equipment distributors in Washington for manufacturing plant buyers”
5“Which Washington industrial machinery distributors can provide turnkey installation and maintenance support”
6“List 20 industrial machinery and equipment distributors in Washington 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.

globalspec.comDirectory
5 companies
distributioninternational.com
3 companies
distributors.powertools.ingersollrand.com
3 companies
carrlane.com
2 companies
columbiaokura.com
2 companies
lgisaacson.com
2 companies
motors-controls.com
2 companies
aoptech.com
1 company
btb-solutions.com
1 company
pacwestmachinery.com
1 company
pearsonpkg.com
1 company
uniteccorp.com
1 company

61 sources were cited across this cell's answers from 55 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.

Washington in context

Washington ranks 10th of 31 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 14%.

Washington (this report)Other measured statesCategory average (14%)

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