AI Visibility Index: Metal Stampings in Tennessee

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

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

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The headline numbers

Never named by AI

80 of 89

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.

9 named at least once
80 never named

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Cell average: 0.45of 15
Across all 89 tracked companies.
Top ten average: 5of 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 Tennessee

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

Top 10 most AI-visible Metal Stampings companies in Tennessee, measured September 30, 2026
Rank	Company	Location	AI visibility
1	Progressive Die & Stamping Inc 13 employeesCookeville, Tennessee	Cookeville, Tennessee	12 of 15 answers
2	Quality Metal Stamping LLC 25 employeesHenderson, Tennessee	Henderson, Tennessee	11 of 15 answers
3	GENCO Stamping & Manufacturing Co. Tennessee	Tennessee	6 of 15 answers
4	Henderson Stamping Inc 40 employeesHenderson, Tennessee 2 name variants Henderson Stamping & Production, Inc.most common4 Henderson Stamping, Inc.1	Henderson, Tennessee	5 of 15 answers
5	Haley Tool & Stamping Inc 45 employeesFranklin, Tennessee 2 name variants Haley Tool & Stamping (Kloeckner Metals)most common2 Haley Tool & Stamping1	Franklin, Tennessee	3 of 15 answers
6	Metrican Stamping Corp Dickson, Tennessee 3 name variants Metrican Stamping (Genesee A&B – Tennessee Plant)most common1 Metrican Stamping Corp.1 Metrican Stamping LLC1	Dickson, Tennessee	3 of 15 answers
7	Fast‑Rite International, Inc. Tennessee	Tennessee	3 of 15 answers
8	Yorco / G & G Stamping Tennessee	Tennessee	3 of 15 answers
9	Metcom Inc 100 employeesCookeville, Tennessee	Cookeville, Tennessee	2 of 15 answers
10	Superior Metal Products Inc 85 employeesChuckey, Tennessee	Chuckey, Tennessee	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 Tennessee. They belong to that state's ranking, not this one.

Company	State	Mentions
AMG Industries	Ohio	8 of 15
North American Stamping Group	North Dakota	3 of 15
Natura Products	Illinois	2 of 15
Pennant Moldings / Pennant-US	Ohio	2 of 15
Harrington & King South, Inc.	Illinois	1 of 15
Jagemann Stamping Company	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 metal stampings companies in Tennessee”
2“Who supplies custom progressive die metal stampings in Tennessee”
3“I need a Tennessee metal stampings partner for a 100,000 unit appliance bracket run, who should I talk to”
4“Top metal stampings suppliers in Tennessee for automotive OEM buyers”
5“Which Tennessee metal stampings companies can handle high-volume stainless steel progressive die work”
6“List 20 metal stampings companies in Tennessee 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
bbb.orgDirectory
4 companies
macraesbluebook.comDirectory
3 companies
pennant-us.com
3 companies
wtia.org
2 companies
hendersonstamping.com
2 companies
kloecknermetals.com
2 companies
springconcepts.net
2 companies
gabtn.com
1 company
aida-global.com
1 company
amgindustries.com
1 company
d1io3yog0oux5.cloudfront.net
1 company

36 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.

Tennessee in context

Tennessee ranks 10th 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%.

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

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