AI Visibility Index: Contract Machining & Machine Shops in Florida

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

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

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The headline numbers

Never named by AI

287 of 307

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.

20 named at least once
287 never named

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Cell average: 0.16of 15
Across all 307 tracked companies.
Top ten average: 5.4of 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 Florida

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

Top 10 most AI-visible Contract Machining & Machine Shops companies in Florida, measured September 30, 2026
Rank	Company	Location	AI visibility
1	Pompano Precision Products Florida	Florida	12 of 15 answers
2	Ultra Precision Machining 7 employeesPalm Bay, Florida	Palm Bay, Florida	8 of 15 answers
3	Anco Precision Inc. 7 employeesDeerfield Beach, Florida	Deerfield Beach, Florida	6 of 15 answers
4	Collins Manufacturing, Inc 80 employeesApopka, Florida 2 name variants Collins Manufacturing, Inc.most common5 Collins Manufacturing1	Apopka, Florida	6 of 15 answers
5	MJM Manufacturing Inc 60 employeesHialeah, Florida 2 name variants MJM Manufacturing, Inc.most common4 MJM Manufacturing1	Hialeah, Florida	5 of 15 answers
6	Atomic Machine Florida	Florida	4 of 15 answers
7	Manufacture US Florida	Florida	4 of 15 answers
8	JW Machine (Praesto Enterprises, LLC) -10 employeesOrlando, Florida	Orlando, Florida	3 of 15 answers
9	Metal Essence Inc 6 employeesLongwood, Florida	Longwood, Florida	3 of 15 answers
10	KCL Manufacturing Florida	Florida	3 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 Florida. They belong to that state's ranking, not this one.

Company	State	Mentions
Legacy Manufacturing	New York	6 of 15
Plastimold Products	Nebraska	2 of 15
Prince Industries – Tampa (formerly Vulcan Machine)	Illinois	2 of 15
Southern Manufacturing Technologies (SMT)	North Carolina	2 of 15
ALIGN PRECISION – Clearwater	Pennsylvania	1 of 15
Danco Machine	California	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 machining and machine shop companies in Florida”
2“Who supplies precision CNC milled and turned components on contract in Florida”
3“I need a Florida 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 Florida for industrial OEM buyers”
5“Which Florida 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 Florida 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.

rdmachine.com
2 companies
collinsmanufacturing.com
2 companies
dotdmachining.com
2 companies
knmachine.com
2 companies
maritechmachine.com
2 companies
mjmmfg.com
2 companies
smartfabsolutions.com
2 companies
ancoprecision.com
1 company
atomicmachine.com
1 company
kcl-manufacturing.com
1 company
legacymfgia.com
1 company
pompanoprecision.com
1 company

67 sources were cited across this cell's answers from 60 domains. A directory page often stands behind several companies at once; a company's own site usually stands behind one.

Florida in context

Florida ranks 25th 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%.

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

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