AI Visibility Index: Industrial Boilers in Texas

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

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

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The headline numbers

Never named by AI

145 of 149

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.

4 named at least once
145 never named

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Cell average: 0.09of 15
Across all 149 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 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 Industrial Boilers companies in Texas, measured September 30, 2026
Rank	Company	Location	AI visibility
1	Willbanks Texas 2 name variants Willbanksmost common6 Willbanks Inc.4	Texas	10 of 15 answers
2	Burner Combustion Systems 7 employeesHouston, Texas	Houston, Texas	7 of 15 answers
3	Houston Boiler Works Texas	Texas	6 of 15 answers
4	Boilers on Demand Texas	Texas	5 of 15 answers
5	Hydrotemp Industrial Texas	Texas	4 of 15 answers
6	South Texas Boiler Texas	Texas	4 of 15 answers
7	South Texas Boiler Industries Texas	Texas	4 of 15 answers
8	TC Boiler & Piping Texas	Texas	4 of 15 answers
9	Cleaver-Brooks Sales & Service 25 employeesCorpus Christi, Texas	Corpus Christi, Texas	3 of 15 answers
10	McMillan James Equipment Company 10 employeesGrapevine, Texas 2 name variants McMillan James Equipment Companymost common2 Cleaver-Brooks via McMillan James Equipment Company1	Grapevine, Texas	3 of 15 answers

25 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
Nationwide Boiler	California	3 of 15
Cleaver-Brooks	Georgia	2 of 15
Smith Hughes	Ohio	2 of 15
Smith Hughes – Texas Services	Ohio	2 of 15
Victory Energy	Oklahoma	2 of 15
Alamo Welding & Boiler Works	Ontario	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 industrial boilers in Texas”
2“Who supplies high-pressure packaged fire-tube industrial boilers in Texas”
3“I need a Texas industrial boiler partner for a new food processing plant installation, who should I talk to”
4“Top industrial boiler suppliers in Texas for facilities and maintenance buyers”
5“Which Texas industrial boiler companies can handle turnkey installation and commissioning of 100,000 lb per hour steam systems”
6“List 20 industrial boiler 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.

nationwideboiler.com
4 companies
smithhughes.com
3 companies
stxboiler.com
2 companies
willbanksinc.com
2 companies
miuraboiler.com
2 companies
mjec.com
2 companies
onco-tx.com
2 companies
southcoastboiler.com
2 companies
thomasnet.comDirectory
2 companies
wareinc.com
2 companies
houstonboilerworkstx.com
1 company
burnercombustion.com
1 company

55 sources were cited across this cell's answers from 43 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 17th of 18 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 6%.

Texas (this report)Other measured statesCategory average (6%)

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