AI Visibility Index: Contract Manufacturing & Assembly in Texas

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

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

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The headline numbers

Never named by AI

107 of 126

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.

19 named at least once
107 never named

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Cell average: 0.33of 15
Across all 126 tracked companies.
Top ten average: 4.9of 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 Contract Manufacturing & Assembly companies in Texas, measured September 30, 2026
Rank	Company	Location	AI visibility
1	Ember Industries Inc 35 employeesSan Marcos, Texas	San Marcos, Texas	12 of 15 answers
2	FKI USA Texas	Texas	7 of 15 answers
3	Thrailkill All Metals Fabricating 48 employeesAllen, Texas	Allen, Texas	5 of 15 answers
4	ATRON Group Texas	Texas	5 of 15 answers
5	Cypress Industries Texas	Texas	4 of 15 answers
6	PID Group Texas	Texas	4 of 15 answers
7	Niltronix Circuits 13 employeesSugar Land, Texas	Sugar Land, Texas	3 of 15 answers
8	Regal Research and Manufacturing 250 employeesPlano, Texas	Plano, Texas	3 of 15 answers
9	ISGC Packaging Texas	Texas	3 of 15 answers
10	Texas Contract Manufacturing Group Texas 2 name variants Texas Contract Manufacturing Group (TCMG)most common2 Texas Contract Manufacturing Group1	Texas	3 of 15 answers

46 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
National Circuit Assembly (NCA)	Florida	11 of 15
East/West Manufacturing Enterprises	Alabama	10 of 15
Virtex	Wisconsin	7 of 15
Suntronic, Inc.	California	4 of 15
ACM	Pennsylvania	2 of 15
Creation Technologies – Dallas Operation	New York	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 contract manufacturing and assembly companies in Texas”
2“Who supplies turnkey contract manufacturing and assembly for boxed consumer electronics in Texas”
3“I need a Texas contract manufacturing and assembly partner for a 25,000 unit electromechanical product launch, who should I talk to”
4“Top contract manufacturing and assembly suppliers in Texas for OEM operations buyers”
5“Which Texas contract manufacturers and assemblers can handle mixed-model production with final packaging and labeling”
6“List 20 contract manufacturing and assembly 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.

atrongroup.com
3 companies
welker.com
3 companies
tcmgco.com
2 companies
ewme.com
2 companies
ncatx.com
2 companies
smartfabsolutions.com
2 companies
trylene.com
2 companies
builtbyacm.com
2 companies
suntronicinc.com
2 companies
swpackaging.net
2 companies
cypressindustries.com
1 company
fkiusa.net
1 company

73 sources were cited across this cell's answers from 64 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 12th of 15 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 19%.

Texas (this report)Other measured statesCategory average (19%)

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