AI Visibility Index: Contract Machining & Machine Shops in Texas

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

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

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The headline numbers

Never named by AI

490 of 515

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.

25 named at least once
490 never named

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Cell average: 0.1of 15
Across all 515 tracked companies.
Top ten average: 5.2of 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 Machining & Machine Shops companies in Texas, measured September 30, 2026
Rank	Company	Location	AI visibility
1	Centerline Manufacturing 28 employeesHouston, Texas 3 name variants Centerline Manufacturing, LTD.most common9 Centerline Manufacturing3 Centerline Manufacturing – Medical & High Tech Division1	Houston, Texas	12 of 15 answers
2	Rigid Concepts Texas	Texas	7 of 15 answers
3	Camtron Incorporated 20 employeesPlano, Texas	Plano, Texas	6 of 15 answers
4	Dallas Precision Machining Texas	Texas	6 of 15 answers
5	United Machine Works 20 employeesHouston, Texas	Houston, Texas	5 of 15 answers
6	MIC‑ALL Machining, Inc. Texas	Texas	4 of 15 answers
7	FTC Industries 10 employeesArlington, Texas	Arlington, Texas	3 of 15 answers
8	Sienko Precision 20 employeesHouston, Texas	Houston, Texas	3 of 15 answers
9	AJ Medical Manufacturing Texas	Texas	3 of 15 answers
10	Hagbros Precision Texas	Texas	3 of 15 answers

49 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
Neo Industries Corp.	West Virginia	7 of 15
Gemco Manufacturing	Connecticut	4 of 15
Precision Manufacturing, Inc.	Ohio	4 of 15
Precision Machining Company, LLC	Illinois	3 of 15
Beacon Industries	Indiana	2 of 15
Camden Machine & Tool, Inc.	Arkansas	2 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 machining and machine shop companies in Texas”
2“Who supplies precision CNC milled and turned components on contract in Texas”
3“I need a Texas contract machining partner for a 2,000-unit stainless steel medical device run, who should I talk to”
4“Top contract machining and machine shop suppliers in Texas for industrial OEM buyers”
5“Which Texas contract machining and machine shop providers can handle 5-axis CNC work with tight tolerance requirements”
6“List 20 contract machining and machine shop 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.

centerlinemanufacturingltd.com
3 companies
cncprecisionusa.com
3 companies
beaconind.com
2 companies
accuracyproductsinc.com
2 companies
tpitexas.com
2 companies
victoryprecisionparts.com
2 companies
rigidconcepts.com
1 company
umwtexas.com
1 company
usaindustries.com
1 company
aagroup.com
1 company
accuratecnctexas.com
1 company
ajmedusa.com
1 company

76 sources were cited across this cell's answers from 67 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 30th of 35 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 7%.

Texas (this report)Other measured statesCategory average (7%)

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