AI Visibility Index: Structural Steel Fabrication in Tennessee

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

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

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The headline numbers

Never named by AI

53 of 61

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.

8 named at least once
53 never named

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Cell average: 0.62of 15
Across all 61 tracked companies.
Top ten average: 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 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 Structural Steel Fabrication companies in Tennessee, measured September 30, 2026
Rank	Company	Location	AI visibility
1	Providential Fabricators, Inc. 20 employeesMemphis, Tennessee	Memphis, Tennessee	14 of 15 answers
2	Grinder Fabricators & Erectors, Inc. Tennessee 2 name variants Grinder Fabricators & Erectors, Inc.most common7 Grinder Fabricators & Erectors1	Tennessee	8 of 15 answers
3	Fabricraft, Inc 30 employeesBristol, Tennessee 2 name variants Fabricraftmost common5 Fabricraft, Inc.2	Bristol, Tennessee	7 of 15 answers
4	Stone Steel LLC 20 employeesCookeville, Tennessee 2 name variants Stone Steel LLCmost common6 Stone Steel1	Cookeville, Tennessee	7 of 15 answers
5	Nashville Fabrication Tennessee 2 name variants Nashville Fabricationmost common4 Nashville Fabrication, LLC3	Tennessee	7 of 15 answers
6	Lane Steel Fabricators Inc 6 employeesChattanooga, Tennessee	Chattanooga, Tennessee	4 of 15 answers
7	Snake Steel Tennessee 2 name variants Snake Steel Inc.most common2 Snake Steel2	Tennessee	4 of 15 answers
8	1140 Manufacturing LLC Tennessee 2 name variants 1140 Manufacturing LLCmost common2 1140 Manufacturing1	Tennessee	3 of 15 answers
9	AMF Steel Buildings Tennessee	Tennessee	3 of 15 answers
10	JBH Steel, LLC Tennessee	Tennessee	3 of 15 answers

20 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
Superior Steel, Inc.	Georgia	6 of 15
Industrial Fabricators, Inc.	Ohio	3 of 15
Quality Iron & Steel LLC	New Jersey	3 of 15
Crystal Steel Fabricators – Memphis Shop	Delaware	2 of 15
American Iron Works, LLC	Maryland	1 of 15
Fields Welding Inc.	Kentucky	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 structural steel fabrication companies in Tennessee”
2“Who supplies custom structural steel building frames in Tennessee”
3“I need a Tennessee structural steel fabrication partner for a mid-rise commercial project, who should I talk to”
4“Top structural steel fabrication suppliers in Tennessee for general contractor buyers”
5“Which Tennessee structural steel fabricators can handle large welded assemblies with certified field erection support”
6“List 20 structural steel fabrication 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.

ryansteel.com
2 companies
snakesteel.com
2 companies
1140mfg.com
2 companies
fabricraft.us
2 companies
fieldswelding.com
2 companies
grinderfabricators.com
2 companies
jakemarshall.com
2 companies
nashvillefab.com
2 companies
stonesteel.net
2 companies
thatchersales.com
2 companies
thomasnet.comDirectory
2 companies
superstl.com
1 company

41 sources were cited across this cell's answers from 36 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 19 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 11%.

Tennessee (this report)Other measured statesCategory average (11%)

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