AI Visibility Index: Industrial Machinery & Equipment Distributors in Kentucky

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

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

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The headline numbers

Never named by AI

77 of 97

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
77 never named

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Cell average: 0.47of 15
Across all 97 tracked companies.
Top ten average: 4.2of 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 Kentucky

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

Top 10 most AI-visible Industrial Machinery & Equipment Distributors companies in Kentucky, measured September 30, 2026
Rank	Company	Location	AI visibility
1	Atlas Machine & Supply, Inc. 165 employeesLouisville, Kentucky 2 name variants Atlas Machine & Supplymost common5 Atlas Machine & Supply, Inc.3	Louisville, Kentucky	8 of 15 answers
2	Rudd Equipment Company 35 employeesLouisville, Kentucky	Louisville, Kentucky	5 of 15 answers
3	Amerigo Machinery Co. Kentucky	Kentucky	5 of 15 answers
4	Air Hydro Power Henderson ParkerStore 7 employeesHenderson, Kentucky	Henderson, Kentucky	4 of 15 answers
5	Boyd CAT 120 employeesPikeville, Kentucky	Pikeville, Kentucky	4 of 15 answers
6	Brandeis Machinery & Supply Company 70 employeesLouisville, Kentucky · 2 locations 2 name variants Brandeis Machinery & Supply Companymost common3 Brandeis Machinery & Supply Co.1	Louisville, Kentucky2 locations	4 of 15 answers
7	HECO Kentucky Service Company 19 employeesLexington, Kentucky	Lexington, Kentucky	3 of 15 answers
8	Wilson Equipment Company 165 employeesCorbin, Kentucky	Corbin, Kentucky	3 of 15 answers
9	Heartland Automation Kentucky	Kentucky	3 of 15 answers
10	NEUTECH Packaging Systems Kentucky	Kentucky	3 of 15 answers

36 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 Kentucky. They belong to that state's ranking, not this one.

Company	State	Mentions
Ameripak	Michigan	4 of 15
Associated Packaging, Inc.	Georgia	3 of 15
Automated Material Handling (AMH)	Florida	3 of 15
LECORP	New York	3 of 15
Process Machinery Inc.	Alabama	3 of 15
Shippers Supply Company	Alberta	3 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 Kentucky”
2“Who supplies automated palletizing systems through distributors in Kentucky”
3“I need a Kentucky industrial machinery distributor to support a new packaging line installation, who should I talk to”
4“Top industrial machinery and equipment distributors in Kentucky for manufacturing plant buyers”
5“Which Kentucky industrial machinery distributors can provide turnkey installation and maintenance support”
6“List 20 industrial machinery and equipment distributors in Kentucky 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.

distributoratlas.com
11 companies
thomasnet.comDirectory
4 companies
en.wikipedia.orgDirectory
3 companies
crossco.com
3 companies
kyanaind.com
2 companies
ameripak.net
2 companies
associatedpackaging.com
2 companies
cedky.com
2 companies
crownpack.com
2 companies
globalspec.comDirectory
2 companies
industrialsolutionsnetwork.com
2 companies
lecorp.com
2 companies

56 sources were cited across this cell's answers from 52 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.

Kentucky in context

Kentucky ranks 12th 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%.

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

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