AI Visibility Index: Heat Exchangers in Florida

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

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

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The headline numbers

Never named by AI

84 of 92

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.

8 named at least once
84 never named

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Cell average: 0.24of 15
Across all 92 tracked companies.
Top ten average: 3.9of 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 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 Heat Exchangers companies in Florida, measured September 30, 2026
Rank	Company	Location	AI visibility
1	KAM Thermal Equipment Florida	Florida	8 of 15 answers
2	Metalcraft Services Of Tampa, LLC. 34 employeesTampa, Florida 2 name variants Metalcraft Services of Tampamost common6 Metalcraft Services of Tampa, LLC1	Tampa, Florida	7 of 15 answers
3	Monitor Products Incorporated 70 employeesBrooksville, Florida 2 name variants Monitor Productsmost common3 Monitor Products, Inc.1	Brooksville, Florida	4 of 15 answers
4	American Plate Exchanger Florida	Florida	4 of 15 answers
5	Diversified Fluid Controls 8 employeesFort Lauderdale, Florida	Fort Lauderdale, Florida	3 of 15 answers
6	Florida Industrial Products 35 employeesTampa, Florida 2 name variants Florida Industrial Products (FIP)most common2 Florida Industrial Products1	Tampa, Florida	3 of 15 answers
7	Best Process Equipment Florida 2 name variants Best Process Equipmentmost common2 Best Process Equipment, Inc.1	Florida	3 of 15 answers
8	Gulf Controls Company Florida 2 name variants Gulf Controls Companymost common2 Gulf Controls Company, LLC1	Florida	3 of 15 answers
9	Proton USA Corporation 6 employeesPembroke Pines, Florida	Pembroke Pines, Florida	2 of 15 answers
10	API Heat Transfer – Basco Engineered Products Florida	Florida	2 of 15 answers

28 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
Apex Engineered Products	Pennsylvania	5 of 15
Mason Engineering	Washington	3 of 15
Arc Controls	Alabama	1 of 15
Integrated Cooling Systems (ICS)	Kansas	1 of 15
Perry Products Corporation	New Jersey	1 of 15
Savannah Tank & Equipment	Georgia	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 heat exchanger companies in Florida”
2“Who supplies custom shell-and-tube heat exchangers in Florida”
3“I need a Florida heat exchanger partner for a high-pressure chemical processing line, who should I talk to”
4“Top heat exchanger suppliers in Florida for process engineering buyers”
5“Which Florida heat exchanger manufacturers can handle ASME-coded stainless steel units for corrosive media”
6“List 20 heat exchanger 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.

thomasnet.comDirectory
10 companies
floridaheattransfer.com
4 companies
karprocess.com
3 companies
monitorpro.com
3 companies
metalcraftservices.com
2 companies
bestprocessequipment.com
2 companies
fiponline.com
2 companies
kamthermal.com
2 companies
power-serv.com
2 companies
separationequipment.com
2 companies
americanplateexchanger.com
1 company
apiheattransfer.com
1 company

40 sources were cited across this cell's answers from 33 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 9th of 9 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 12%.

Florida (this report)Other measured statesCategory average (12%)

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