AI Visibility Index · Cell report

Measured

AI Visibility Index: Metal Cutting Tools in Kentucky

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

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

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The headline numbers

Never named by AI

97 of 109

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.

12 named at least once
97 never named

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Cell average: 0.41of 15
Across all 109 tracked companies.
Top ten average: 5.6of 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 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 Metal Cutting Tools companies in Kentucky, measured September 30, 2026
Rank	Company	Location	AI visibility
1	Bicen Tool Corporation 11 employeesLexington, Kentucky	Lexington, Kentucky	9 of 15 answers
2	Allied Tools, Inc. Kentucky	Kentucky	9 of 15 answers
3	Cutting Tools Inc. 20 employeesLouisville, Kentucky	Louisville, Kentucky	8 of 15 answers
4	Accuromm USA Inc 35 employeesLexington, Kentucky 2 name variants Accuromm USAmost common6 Accuromm USA Inc.1	Lexington, Kentucky	7 of 15 answers
5	Carbide Products Inc. 25 employeesGeorgetown, Kentucky	Georgetown, Kentucky	6 of 15 answers
6	KY Tools Kentucky 2 name variants KY Tools (Precision Carbide Tools)most common4 KY Tools2	Kentucky	6 of 15 answers
7	Dorning Supply Co 11 employeesFlorence, Kentucky 2 name variants Dorning Supply Companymost common2 Dorning Supply Co.1	Florence, Kentucky	3 of 15 answers
8	Means Tool 11 employeesVersailles, Kentucky 2 name variants Means Tool Companymost common2 Means Tool Company, LLC1	Versailles, Kentucky	3 of 15 answers
9	Professional Tool Grinding of Louisville, Inc 5 employeesLouisville, Kentucky 2 name variants Professional Tool Grinding of Louisvillemost common2 Professional Tool Grinding of Louisville, Inc.1	Louisville, Kentucky	3 of 15 answers
10	Industrial Carbide Saw & Tool Corporation 35 employeesLouisville, Kentucky 2 name variants Industrial Carbide Saw & Tool Corp.most common1 Industrial Carbide Saw & Tool1	Louisville, Kentucky	2 of 15 answers

9 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
GL Technologies LLC	Indiana	5 of 15
Lexington Cutter, Inc.	Florida	2 of 15
Technical Equipment	Ohio	2 of 15
Tri-State Tool Grinding	Ohio	2 of 15
DGI Supply – Louisville	Ohio	1 of 15

Named, but placed in another state

The AI answers themselves put these companies in a different state, so they were not counted for Kentucky. Whether MacRAE'S lists them elsewhere is not yet known.

Company	State	Mentions
Mackintosh Tool Company	Ohio	4 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 cutting tool companies in Kentucky”
2“Who supplies carbide indexable metal cutting inserts in Kentucky”
3“I need a Kentucky metal cutting tool partner for a high-volume CNC machining program, who should I talk to”
4“Top metal cutting tool suppliers in Kentucky for precision machining buyers”
5“Which Kentucky metal cutting tool specialists can support custom geometries for hard turning applications”
6“List 20 metal cutting tool companies 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.

abtoolsinc.com
3 companies
thomasnet.comDirectory
3 companies
accuromm.com
2 companies
gltech-llc.com
2 companies
ky-tools.com
2 companies
meanstoolco.com
2 companies
protoolgrind.com
2 companies
carbidepros.com
1 company
a1mindustrialsupply.com
1 company
alliedtoolsinc.com
1 company
bhtoolworks.com
1 company
bicentool.com
1 company

35 sources were cited across this cell's answers from 30 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 5th of 28 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 4%.

Kentucky (this report)Other measured statesCategory average (4%)

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