AI Visibility Index: Aluminum Fabrication in Florida

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

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

Look up your company Get your monthly report

The headline numbers

Never named by AI

104 of 119

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.

15 named at least once
104 never named

Not sure whether you are one of them?Check your domain

Cell average: 0.22of 15
Across all 119 tracked companies.
Top ten average: 4.2of 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 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 Aluminum Fabrication companies in Florida, measured September 30, 2026
Rank	Company	Location	AI visibility
1	GT Precision Manufacturing Florida	Florida	7 of 15 answers
2	American Metal Machine Florida	Florida	6 of 15 answers
3	Liberty Aluminum Co 50 employeesLehigh Acres, Florida 2 name variants Liberty Aluminum Co.most common3 Liberty Aluminum1	Lehigh Acres, Florida	4 of 15 answers
4	MJM Manufacturing Inc 60 employeesHialeah, Florida 2 name variants MJM Manufacturingmost common3 MJM Manufacturing (MJM Mfg)1	Hialeah, Florida	4 of 15 answers
5	Architectural Metals / Arch Metals Florida	Florida	4 of 15 answers
6	Climatrol Quality Aluminum Products Florida	Florida	4 of 15 answers
7	Freedom Fabrication 10 employeesHavana, Florida 2 name variants Freedom Fabricators, Inc.most common2 Freedom Fabricators2	Havana, Florida	4 of 15 answers
8	Hudson Technologies Ormond Beach, Florida 2 name variants Hudson Technologiesmost common2 Hudson Technologies (Hudson Deep Draw)1	Ormond Beach, Florida	3 of 15 answers
9	ACG Glass & Metals Florida	Florida	3 of 15 answers
10	AlumaTech Outdoor Kitchen Frames Florida	Florida	3 of 15 answers

37 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
Arch Metals	Missouri	1 of 15
ASC (Awning & Sign Contractors)	Pennsylvania	1 of 15
D.E.C. Sheet Metal Inc.	Illinois	1 of 15
Davis Industrial	Ohio	1 of 15
Delta Fabricating – Lakeland	Minnesota	1 of 15
PMI Industries	South Carolina	1 of 15

One of these yours?

A complete Blue Book listing is one of the sources assistants read in this category. Confirming your details is free.

Get your monthly report

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 aluminum fabrication companies in Florida”
2“Who supplies custom fabricated aluminum frames in Florida”
3“I need a Florida aluminum fabrication partner for a 5,000-unit enclosure project, who should I talk to”
4“Top aluminum fabrication suppliers in Florida for industrial equipment buyers”
5“Which Florida aluminum fabricators can handle TIG welding and CNC machining of complex assemblies”
6“List 20 aluminum fabrication 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.

archmetalsfl.com
3 companies
mjmmfg.com
2 companies
freedomfabricators.us
2 companies
pmiquality.com
2 companies
americanmp.com
2 companies
dcalum.com
2 companies
dolfab.com
2 companies
hudson-technologies.com
2 companies
libertyaluminum.com
2 companies
gtprecisionmfg.com
1 company
acrystalglass.com
1 company
aircraftmaintenancestands.com
1 company

58 sources were cited across this cell's answers from 51 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 10th of 10 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 21%.

Florida (this report)Other measured statesCategory average (21%)

Look up a company

Enter a domain or a company name to see whether it is tracked in this cell, and whether the answers named it. This is a lookup against a measurement already taken, so it is instant.

Try libertyaluminum.com or any other domain

The public Index publishes one measurement per cell. A monthly report covers your own company:

Every question it was named on
Every question it was not
What moved

Your own position is only ever shown to you.