AI Visibility Index: Structural Steel Fabrication in Texas

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

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

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The headline numbers

Never named by AI

175 of 189

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.

14 named at least once
175 never named

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Cell average: 0.14of 15
Across all 189 tracked companies.
Top ten average: 4.1of 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 Texas

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

Top 10 most AI-visible Structural Steel Fabrication companies in Texas, measured September 30, 2026
Rank	Company	Location	AI visibility
1	IronCore Structural Steel Texas 2 name variants IronCore Structural Steelmost common8 IronCore Structural Steel LLC1	Texas	9 of 15 answers
2	Thornton Steel 100 employeesFort Worth, Texas 2 name variants Thornton Steel Companymost common3 Thornton Steel2	Fort Worth, Texas	5 of 15 answers
3	Carrillo Steel Structures Texas	Texas	5 of 15 answers
4	Trait LLC Texas	Texas	5 of 15 answers
5	American Katerra Texas	Texas	4 of 15 answers
6	Bratton Steel, LP 55 employeesDallas, Texas	Dallas, Texas	3 of 15 answers
7	Five Star Structures Texas	Texas	3 of 15 answers
8	Nano Cube USA Texas	Texas	3 of 15 answers
9	Bludau Fabrication Inc 30 employeesHallettsville, Texas 2 name variants Bludau Fabrication, Inc.most common1 Bludau Fabrication1	Hallettsville, Texas	2 of 15 answers
10	Grogan-Hazel Steel Inc 25 employeesHouston, Texas	Houston, Texas	2 of 15 answers

43 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 Texas. They belong to that state's ranking, not this one.

Company	State	Mentions
Milestone Metals, Inc.	Virginia	6 of 15
Texas Structural Steel	Michigan	6 of 15
Arrow Steel LLC	New Jersey	1 of 15
Falcon Steel Fabricators, Inc.	Ontario	1 of 15
M&MS Welding and Fabricating, Inc.	North Carolina	1 of 15
Postel Industries	Ohio	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 Texas”
2“Who supplies custom structural steel building frames in Texas”
3“I need a Texas structural steel fabrication partner for a mid-rise commercial project, who should I talk to”
4“Top structural steel fabrication suppliers in Texas for general contractor buyers”
5“Which Texas structural steel fabricators can handle large welded assemblies with certified field erection support”
6“List 20 structural steel fabrication companies in Texas 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.

txsteel.com
2 companies
thorntonsteel.com
2 companies
bludaufab.com
2 companies
ironcityerectors.com
2 companies
ironcoresteeltx.com
2 companies
milestonemetals.com
2 companies
plylersteel.com
2 companies
twistedmetalsdfw.com
2 companies
carrillosteel.com
1 company
hssteelandconstruction.com
1 company
lewis-fab.com
1 company
rigidbuilding.com
1 company

66 sources were cited across this cell's answers from 58 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.

Texas in context

Texas ranks 16th 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%.

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

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