AI Visibility Index: Metal Stampings in Kentucky

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

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

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The headline numbers

Never named by AI

47 of 58

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.

11 named at least once
47 never named

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Cell average: 0.69of 15
Across all 58 tracked companies.
Top ten average: 5.7of 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 Stampings companies in Kentucky, measured September 30, 2026
Rank	Company	Location	AI visibility
1	B & H Tool WorksEvery answer 96 employeesRichmond, Kentucky 2 name variants B&H Tool Worksmost common14 B & H Tool Works, Inc.1	Richmond, Kentucky	15 of 15 answers
2	AMC Manufacturing Co. Kentucky 2 name variants AMC Manufacturing Co.most common9 AMC Manufacturing1	Kentucky	10 of 15 answers
3	Monticello Tool & Die 35 employeesMonticello, Kentucky	Monticello, Kentucky	6 of 15 answers
4	Mid-Park Inc. 45 employeesLeitchfield, Kentucky 2 name variants Mid-Park Metal Formingmost common3 Mid-Park Metal Forming (Mid-Park, Inc.)2	Leitchfield, Kentucky	5 of 15 answers
5	Wald LLC Kentucky	Kentucky	5 of 15 answers
6	Highlands Diversified Services 175 employeesLondon, Kentucky 3 name variants Highlands Diversified Servicesmost common2 Highlands Diversified Services (HDS)1 Highlands Diversified Services, Inc.1	London, Kentucky	4 of 15 answers
7	Augur Metal Products Kentucky	Kentucky	4 of 15 answers
8	Precision Metal Works 200 employeesLouisville, Kentucky	Louisville, Kentucky	3 of 15 answers
9	Mission Tool & Machine LLC Kentucky	Kentucky	3 of 15 answers
10	Lincoln Manufacturing USA,LLC 70 employeesStanford, Kentucky 2 name variants Lincoln Manufacturing USA, LLCmost common1 Lincoln Manufacturing USA1	Stanford, Kentucky	2 of 15 answers

19 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
Big Rapids Products	Michigan	3 of 15
Lincoln Manufacturing LLC	Ohio	2 of 15
AMG Industries	Ohio	1 of 15
P‑K Tool & Manufacturing Co.	Illinois	1 of 15
The Hines Group (East Plant)	New York	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 Kentucky”
2“Who supplies custom progressive die metal stampings in Kentucky”
3“I need a Kentucky metal stampings partner for a 100,000 unit appliance bracket run, who should I talk to”
4“Top metal stampings suppliers in Kentucky for automotive OEM buyers”
5“Which Kentucky metal stampings companies can handle high-volume stainless steel progressive die work”
6“List 20 metal stampings 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.

thomasnet.comDirectory
11 companies
cedky.com
4 companies
amgindustries.com
4 companies
amc-mfg.com
2 companies
mid-park.com
2 companies
bhtoolworks.com
2 companies
hds-usa.com
2 companies
ken-tron.com
2 companies
lincolnmfg.com
2 companies
waldllc.com
1 company
augurmetal.com
1 company
browningdiedesign.com
1 company

32 sources were cited across this cell's answers from 23 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 3rd 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%.

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

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