AI Visibility Index: Electrical & Electronic Enclosures in Tennessee

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

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

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The headline numbers

Never named by AI

54 of 66

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
54 never named

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Cell average: 0.35of 15
Across all 66 tracked companies.
Top ten average: 4.7of 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 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 Electrical & Electronic Enclosures companies in Tennessee, measured September 30, 2026
Rank	Company	Location	AI visibility
1	Quantum Manufacturing Tennessee 2 name variants Quantum Manufacturing (QMFG)most common8 Quantum Manufacturing5	Tennessee	13 of 15 answers
2	West Tennessee Power Systems Tennessee	Tennessee	6 of 15 answers
3	ABB Installation Products 350 employeesAthens, Tennessee 4 name variants ABB Installation Products (Thomas & Betts)most common1 ABB Installation Products (T&B)1 ABB Installation Products, Inc.1 ABB Installation Products1	Athens, Tennessee	4 of 15 answers
4	Westlake Pipe & Fittings 440 employeesBrownsville, Tennessee	Brownsville, Tennessee	4 of 15 answers
5	EPI Enclosures Tennessee	Tennessee	4 of 15 answers
6	Tenco Hydro Tennessee	Tennessee	4 of 15 answers
7	Automation Nth 20 employeesLa Vergne, Tennessee	La Vergne, Tennessee	3 of 15 answers
8	Modular Industrial Computers 22 employeesChattanooga, Tennessee 2 name variants Modular Industrial Computersmost common2 Modular Industrial Computers, Inc.1	Chattanooga, Tennessee	3 of 15 answers
9	E•Box Enclosures Tennessee	Tennessee	3 of 15 answers
10	Tekwell Services Tennessee	Tennessee	3 of 15 answers

28 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
DDB Unlimited	Oklahoma	2 of 15
Kenco Plastics	Indiana	2 of 15
Spring Automation	Missouri	2 of 15
TPI Corporation	Michigan	2 of 15
Advance Metal Fabrication	Missouri	1 of 15
APX Enclosures	Pennsylvania	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 suppliers of electrical and electronic enclosures in Tennessee”
2“Who supplies NEMA-rated outdoor electrical enclosures in Tennessee”
3“I need a Tennessee enclosure partner for a new industrial control panel line, who should I talk to”
4“Top electrical and electronic enclosures suppliers in Tennessee for OEM equipment buyers”
5“Which Tennessee electrical and electronic enclosure manufacturers can provide custom powder-coated stainless steel housings”
6“List 20 electrical and electronic enclosures 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
19 companies
globalspec.comDirectory
3 companies
nkcinnovations.com
3 companies
dcsfabshop.com
2 companies
qmfg.com
2 companies
metcometalfab.com
2 companies
wtnps.com
1 company
ellitek.com
1 company
modularpfc.com
1 company
abecelectric.com
1 company
ampstate.com
1 company
apx-enclosures.com
1 company

42 sources were cited across this cell's answers from 32 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 4th of 22 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 10%.

Tennessee (this report)Other measured statesCategory average (10%)

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